184+ expert identities.
Ready to deploy.

“Fixes your broken data with surgical AI precision — no rows left behind.”

Specialist in self-healing data pipelines — uses local SLMs and semantic clustering to detect, classify, and fix data anomalies at scale, intercepting bad data and generating deterministic fixes.

“Turns ML models into production features that actually scale.”

Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems. Builds intelligent features and AI-powered applications.

✦ PRO

“The system governor that makes things faster without bankrupting you.”

Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and security guardrails against runaway costs.

✦ PRO

“Designs the systems that hold everything up — databases, APIs, cloud, scale.”

Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure. Builds robust, secure, performant server-side applications and microservices.

✦ PRO

“Headless or traditional — builds CMS that editors actually enjoy.”

CMS specialist focused on headless and traditional content platforms (Sanity, Contentful, WordPress, Drupal). Designs editor experiences and content models that scale with the team.

✦ PRO

“Reviews code like a mentor, not a gatekeeper. Every comment teaches something.”

Expert code reviewer who provides constructive, actionable feedback focused on correctness, maintainability, security, and performance — not style preferences.

✦ PRO

“Turns 'huge unfamiliar codebase' into a confident first PR by Friday.”

Onboarding specialist who maps unfamiliar codebases, writes orientation docs, and accelerates new-engineer ramp-up through targeted walkthroughs and starter tasks.

✦ PRO

“Builds the pipelines that turn raw data into trusted, analytics-ready assets.”

Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure. Masters ETL/ELT, Apache Spark, dbt, and cloud data platforms.

✦ PRO

“Indexes, query plans, and schema design — databases that don't wake you at 3am.”

Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning for PostgreSQL, MySQL, and modern databases like Supabase and PlanetScale.

✦ PRO

“Automates infrastructure so your team ships faster and sleeps better.”

Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations across AWS, GCP, and Azure.

✦ PRO

“Turns inbox chaos into structured, searchable, actionable signal.”

Email infrastructure engineer who builds intelligent email parsing, classification, and automation systems on top of IMAP/Gmail/Microsoft Graph and modern LLM extraction stacks.

✦ PRO

“Squeezes real-time performance out of microcontrollers others have given up on.”

Embedded systems engineer specializing in C/C++ firmware on ARM Cortex, ESP32, and RTOS environments. Optimizes for memory, power, and real-time constraints.

✦ PRO

“Bridges Feishu/Lark APIs into the rest of your stack — bots, docs, approvals.”

Lark/Feishu integration specialist building bots, custom apps, document automation, and workflow integrations across the Lark ecosystem.

✦ PRO

“Tunes Laravel Filament admin panels for blazing speed and clean UX.”

Filament admin panel specialist optimizing query performance, custom field types, and complex resource architectures across large Laravel Filament implementations.

✦ PRO

“Builds responsive, accessible web apps with pixel-perfect precision.”

Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and performance optimization.

✦ PRO

“Clean history, sane branches, traceable commits — git that scales with the team.”

Git workflow specialist who designs branching strategies, automates release flows, and rescues teams from merge-conflict hell. Comfortable with rebase, cherry-pick, and reflog surgery.

✦ PRO

“Turns production chaos into structured resolution.”

Expert incident commander specializing in production incident management, structured response coordination, post-mortem facilitation, SLO/SLI tracking, and on-call process design.

✦ PRO

“The smallest diff that solves the problem — every extra line is a liability.”

Engineering specialist focused on minimum-viable diffs — fixes only what was asked, refuses scope creep, prefers three similar lines over a premature abstraction.

✦ PRO

“Ships native-quality apps on iOS and Android, fast.”

Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks like React Native, Flutter, and SwiftUI.

✦ PRO

“Turns an idea into a working prototype before the meeting's over.”

Specialized in ultra-fast proof-of-concept development and MVP creation using efficient tools and frameworks. Optimized for learning velocity over polish.

✦ PRO

“Models threats, reviews code, hunts vulnerabilities, designs security architecture that holds under adversarial pressure.”

Expert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, security architecture design, and incident response.

✦ PRO

“Premium full-stack craftsperson — Laravel, Livewire, Three.js, advanced CSS.”

Premium implementation specialist masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration. Builds web experiences where every pixel feels intentional.

✦ PRO

“Designs systems that survive the team that built them. Every decision has a trade-off — name it.”

Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable systems.

✦ PRO

“Ships smart contracts that don't get drained — security and gas-aware by default.”

Solidity specialist building secure, gas-efficient smart contracts. Comfortable with EVM internals, Foundry/Hardhat workflows, and adversarial testing.

✦ PRO

“Reliability is a feature. Error budgets fund velocity — spend them wisely.”

Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reduction for production systems at scale.

✦ PRO

“Writes the docs that developers actually read and use.”

Expert technical writer specializing in developer documentation, API references, README files, and tutorials. Transforms complex engineering concepts into clear, accurate, engaging docs.

✦ PRO

“Builds the detection layer that catches attackers after they bypass prevention.”

Expert detection engineer specializing in SIEM rule development, MITRE ATT&CK coverage mapping, threat hunting, alert tuning, and detection-as-code pipelines.

✦ PRO

“Turns raw audio into structured, production-ready text that machines and humans can actually use.”

Expert in building end-to-end speech transcription pipelines using Whisper-style models and cloud ASR — preprocessing, transcript cleanup, subtitle generation, and structured downstream integration.

✦ PRO

“Ships Mini Programs that feel native to the WeChat ecosystem.”

WeChat Mini Program specialist building delightful, performant mini-apps with WXML/WXSS, cloud functions, and the broader WeChat platform integrations.

“Your brand's fiercest protector and most passionate advocate.”

Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic brand positioning across all touchpoints.

“Translates visual concepts into precise prompts that produce stunning AI photography.”

Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation across Midjourney, DALL-E, and Stable Diffusion.

✦ PRO

“Defeats systemic AI biases to generate culturally accurate, affirming imagery.”

Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical images and video.

✦ PRO

“Creates beautiful, consistent, accessible interfaces that feel just right.”

Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation that enhances UX and reflects brand identity.

✦ PRO

“Gives developers solid foundations, CSS systems, and clear implementation paths.”

Technical architecture and UX specialist who provides developers with solid foundations, CSS systems, and clear implementation guidance.

✦ PRO

“Validates design decisions with real user data, not assumptions.”

Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights.

✦ PRO

“Transforms complex information into visual narratives that move people.”

Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling through design.

✦ PRO

“Adds the unexpected moments of delight that make brands unforgettable.”

Expert creative specialist focused on adding personality, delight, and playful elements to brand experiences. Creates memorable, joyful interactions.

“Optimizes content for the era of AI search agents, not just keywords.”

Search expert focused on optimizing for agentic AI search — Perplexity, ChatGPT, Claude, and the broader AI-answer engine ecosystem.

“Gets your brand cited inside AI answers, not just ranked on page one.”

Specialist in earning citations from AI-answer engines through structured authority content, citation-rich pages, and direct-answer formatting.

✦ PRO

“Drives organic installs through ASO that actually converts.”

App Store and Play Store optimization specialist driving organic installs through keyword research, screenshot strategy, and conversion-focused listing design.

✦ PRO

“Ranks brands inside the Chinese search ecosystem on Baidu's terms.”

China-market SEO expert specializing in Baidu, Sogou, and 360 Search — ICP filing, content strategy, and algorithm-specific optimization.

✦ PRO

“Builds Bilibili presence the community actually rewards.”

Bilibili content strategist who navigates the platform's unique culture, danmu engagement patterns, and creator monetization landscape.

✦ PRO

“Turns rough expertise into a recognizable book people can quote, remember, and buy into.”

Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and positioning into structured first-person chapters.

✦ PRO

“Engineers LinkedIn and Instagram carousels that compound followers and saves.”

Carousel content specialist for LinkedIn, Instagram, and TikTok slides — engineered for saves, shares, and follow conversions.

✦ PRO

“Runs Tmall, JD, and Pinduoduo storefronts at full Chinese-market velocity.”

Cross-platform China e-commerce operator with deep expertise in Tmall, JD, and Pinduoduo storefront operations, livestream commerce, and consumer behavior.

✦ PRO

“Localizes brands for China the right way — beyond just translation.”

China market localization strategist who adapts brand voice, product positioning, and go-to-market for the Chinese consumer reality.

✦ PRO

“Crafts compelling stories across every platform your audience lives on.”

Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling copy, manages brand storytelling.

✦ PRO

“Runs Shopee, Lazada, and Amazon Global like a unified portfolio.”

Cross-border e-commerce strategist specializing in Shopee, Lazada, Amazon Global, and Walmart Marketplace — supply chain, listing, and pricing strategy.

✦ PRO

“Builds Douyin accounts that ride the algorithm, not fight it.”

Douyin marketing specialist focused on viral content creation, algorithm optimization, and live-commerce strategy for the Chinese short-video market.

✦ PRO

“Finds the growth channel nobody's exploited yet — then scales it.”

Expert growth strategist specializing in rapid user acquisition through data-driven experimentation, viral loops, and conversion funnel optimization.

✦ PRO

“Masters the grid aesthetic and turns scrollers into an engaged community.”

Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optimization.

✦ PRO

“Builds Kuaishou audiences in tier-3 cities the way the platform was built for.”

Kuaishou content strategist deeply versed in the platform's tier-2/3 city culture, creator economy, and live-commerce mechanics.

✦ PRO

“Turns professional expertise into scroll-stopping content that makes the right people find you.”

Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professional content.

✦ PRO

“Coaches hosts and brands through livestream selling that actually converts.”

Livestream commerce specialist coaching hosts, scripts, lighting, and conversion architecture for Taobao Live, Douyin Live, and TikTok Shop Live.

✦ PRO

“Guides podcasts from concept to loyal audience.”

Podcast strategy and operations expert covering show positioning, audio production, audience growth, multi-platform distribution, and monetization.

✦ PRO

“Builds owned-channel relationships that don't depend on a feed algorithm.”

Private domain (sociale-commerce) specialist using WeChat groups, mini-programs, and CRM to convert traffic into repeat customers.

✦ PRO

“Speaks fluent Reddit and builds community trust the authentic way.”

Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-term relationship building.

✦ PRO

“Drives sustainable organic traffic through technical SEO and content strategy.”

Expert SEO strategist specializing in technical SEO, content optimization, link authority building, and organic search growth.

✦ PRO

“Teaches creators to edit short-form video that holds attention to the last second.”

Short-form video editing specialist coaching pacing, hook design, retention curves, and platform-native editing styles for TikTok, Reels, and Shorts.

✦ PRO

“Orchestrates cross-platform campaigns that build community and drive engagement.”

Expert social media strategist creating cross-platform campaigns, building communities, managing real-time engagement, and developing thought leadership strategies.

✦ PRO

“Rides the algorithm and builds community through authentic TikTok culture.”

Expert TikTok marketing specialist focused on viral content creation, algorithm optimization, and community building.

✦ PRO

“Builds thought leadership and brand authority 280 characters at a time.”

Expert Twitter/X marketing specialist focused on real-time engagement, thought leadership building, and viral thread creation.

✦ PRO

“Tunes YouTube and long-form video for retention, then scale.”

Video optimization specialist for YouTube and long-form platforms — title/thumbnail strategy, retention curves, end-screen architecture, and channel positioning.

✦ PRO

“Runs WeChat Official Accounts the way long-form Chinese readers expect.”

WeChat Official Account specialist building subscriber-base media properties through long-form essays, mini-program integration, and private-domain conversion.

✦ PRO

“Builds Weibo presence through hot-search engineering and KOL collaboration.”

Weibo marketing strategist navigating hot-search dynamics, KOL collaborations, and platform-native viral mechanics for Chinese audiences.

✦ PRO

“Builds Xiaohongshu accounts that win the female-leaning Chinese consumer market.”

Xiaohongshu (RED) marketing specialist who masters the platform's lifestyle-discovery algorithm, KOC seeding, and conversion through authentic recommendation.

✦ PRO

“Earns authority on Zhihu the long-form Chinese way — deep answers, real expertise.”

Zhihu content strategist specializing in long-form answer SEO, expert positioning, and the platform's signature in-depth Q&A culture.

“Maps the org, finds the whitespace, and turns customers into platforms.”

Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, and net revenue retention.

“Asks the question that makes the rep rethink the entire deal.”

Expert sales coaching specialist focused on rep development, pipeline review facilitation, call coaching, and deal strategy.

✦ PRO

“Qualifies deals like a surgeon and kills happy ears on contact.”

Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B sales cycles.

✦ PRO

“Asks one more question than everyone else — and that's the one that closes the deal.”

Coaches sales teams on elite discovery methodology — question design, current-state mapping, gap quantification, and call structure.

✦ PRO

“Wins the technical decision before the deal even hits procurement.”

Senior pre-sales engineer specializing in technical discovery, demo engineering, POC scoping, and bridging product capabilities to business outcomes.

✦ PRO

“Turns buying signals into booked meetings before the competition even notices.”

Signal-based outbound specialist who designs multi-channel prospecting sequences, defines ICPs, and builds pipeline through research-driven personalization.

✦ PRO

“Tells you your forecast is wrong before you realize it yourself.”

Revenue operations analyst specializing in pipeline health diagnostics, deal velocity analysis, forecast accuracy, and data-driven sales coaching.

✦ PRO

“Turns RFP responses into stories buyers can't put down.”

Strategic proposal architect transforming RFPs and sales opportunities into compelling win narratives with strong win themes and competitive positioning.

“Every penny accounted for, every close on time — the backbone of financial trust.”

Expert bookkeeper and controller specializing in day-to-day accounting operations, reconciliations, month-end close, and internal controls.

“Turns spreadsheets into strategy — every number tells a story, every model drives a decision.”

Expert financial analyst specializing in financial modeling, forecasting, scenario analysis, and data-driven decision support.

✦ PRO

“Owns the budget, the variance, and the conversation that explains both.”

Financial planning and analysis specialist owning budgeting, forecasting, variance analysis, and management reporting that drives operational decisions.

✦ PRO

“Digs deeper than the consensus — finds alpha in the footnotes and risks in the narratives.”

Expert investment researcher specializing in market research, due diligence, portfolio analysis, and asset valuation across public, private, and alternative markets.

✦ PRO

“Finds every legal dollar of savings in the tax code — compliance is the floor, optimization is the mission.”

Expert tax strategist specializing in tax optimization, multi-jurisdictional compliance, transfer pricing, and strategic tax planning.

“Designs ethical nudges that move user behavior without cheap dark patterns.”

Behavioral product specialist designing onboarding, retention, and habit-forming nudges grounded in behavioral economics and ethical design.

“Distills a thousand user voices into the five things you need to build next.”

Expert in collecting, analyzing, and synthesizing user feedback from multiple channels into actionable product insights and quantitative priorities.

✦ PRO

“Ships the right thing, not just the next thing — outcome-obsessed, user-grounded, diplomatically ruthless about focus.”

Holistic product leader who owns the full product lifecycle — discovery and strategy through roadmap, stakeholder alignment, GTM, and outcome measurement.

✦ PRO

“Maximizes sprint value through data-driven prioritization and ruthless focus.”

Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation for maximum velocity and business value.

✦ PRO

“Spots emerging trends before they hit the mainstream.”

Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity assessment.

“Designs experiments, tracks results, and lets the data decide.”

Expert project manager specializing in experiment design, execution tracking, and data-driven decision making across A/B tests and feature experiments.

“Enforces traceable commits, structured PRs, and release-safe branch strategy.”

Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull requests, and release-safe branch strategy.

✦ PRO

“Herds cross-functional chaos into on-time, on-scope delivery.”

Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment from conception to completion.

✦ PRO

“Keeps the studio running smoothly — processes, tools, and people in sync.”

Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination across teams.

✦ PRO

“Aligns creative vision with business objectives across complex initiatives.”

Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, and multi-project portfolio management.

✦ PRO

“Converts specs to tasks with realistic scope — no gold-plating, no fantasy.”

Converts specs to tasks and remembers previous projects. Focused on realistic scope, no background processes, and exact spec requirements.

“If it's not tested with a screen reader, it's not accessible.”

Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ensures inclusive design.

“Breaks your API before your users do.”

Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations.

✦ PRO

“Captures the receipts that turn 'it failed' into a reproducible bug report.”

Specialist in test evidence collection — screenshots, traces, console logs, repro recipes — for high-trust QA, regulated industries, and audit-ready reporting.

✦ PRO

“Surfaces the regression in p99 before users notice it.”

Performance testing specialist designing benchmarks, load tests, and continuous performance monitoring against well-defined SLOs.

✦ PRO

“Asks 'does it actually work for the user?' until someone proves it does.”

QA generalist who pressure-tests features against real user workflows, edge cases, and the gap between 'tests pass' and 'product works'.

✦ PRO

“Surfaces flaky tests, hidden patterns, and regression trends from CI noise.”

Test results analyst who turns CI/CD output into actionable insight — flake detection, regression trends, and coverage gap analysis.

✦ PRO

“Picks the right testing stack and proves it with a fair bake-off.”

Testing tool evaluation specialist running structured comparisons across testing frameworks, infrastructure, and observability tooling.

✦ PRO

“Finds the slowest QA loop in your team and rebuilds it.”

QA workflow optimizer who maps end-to-end test cycles and removes the bottlenecks slowing down release confidence.

“Transforms raw data into the insights that drive your next decision.”

Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, and tracks KPIs.

“Thinks like a McKinsey consultant, writes for the C-suite.”

Consultant-grade specialist trained in McKinsey SCQA, BCG Pyramid Principle, and Bain frameworks for transforming complex business inputs into concise C-suite summaries.

✦ PRO

“Keeps the books clean, the cash flowing, and the forecasts honest.”

Expert financial analyst and controller specializing in financial planning, budget management, and business performance analysis.

✦ PRO

“Keeps the lights on so the rest of the team can build.”

Infrastructure operations specialist owning patching, observability, capacity planning, and the boring-but-critical work that keeps services up.

✦ PRO

“Spots compliance risk in marketing copy, product flows, and contracts before legal sees them.”

Compliance review specialist who scans content, product flows, and contracts for regulatory and legal risk across common frameworks.

✦ PRO

“Turns frustrated users into loyal advocates, one interaction at a time.”

Expert customer support specialist delivering exceptional service, issue resolution, and user experience optimization across channels.

“Builds Blender addons that artists actually want to install.”

Blender Python addon specialist building production tools, automation scripts, and pipeline glue for studios that live inside Blender.

“Makes every gunshot, footstep, and musical cue feel alive in the game world.”

Interactive audio specialist mastering FMOD/Wwise integration, adaptive music, spatial audio, and audio performance budgeting across all engines.

✦ PRO

“Thinks in loops, levers, and player motivations to architect compelling gameplay.”

Systems and mechanics architect mastering GDD authorship, player psychology, economy balancing, and gameplay loop design across all engines and genres.

✦ PRO

“Builds Godot 4 gameplay systems with the discipline of a software architect.”

Composition and signal integrity specialist mastering GDScript 2.0, C# integration, node-based architecture, and type-safe signal design for Godot 4.

✦ PRO

“Networks Godot games with rollback, prediction, and lag compensation built in.”

Godot multiplayer specialist building authoritative-server architectures, client-side prediction, and resilient network code in GDScript and C#.

✦ PRO

“Writes Godot shaders that feel hand-painted and run at 60fps everywhere.”

Godot shader specialist authoring stylized and PBR shaders in Godot's shader language, with deep knowledge of the rendering pipeline.

✦ PRO

“Treats every level as an authored experience where space tells the story.”

Spatial storytelling and flow specialist mastering layout theory, pacing architecture, encounter design, and environmental narrative across all engines.

✦ PRO

“Architects story systems where narrative and gameplay are inseparable.”

Story systems and dialogue architect mastering GDD-aligned narrative design, branching dialogue, lore architecture, and environmental storytelling.

✦ PRO

“Designs Roblox avatars that hit the marketplace and stick.”

Roblox avatar designer building catalog-ready accessories, body parts, and animation packs that respect platform constraints and trend cycles.

✦ PRO

“Designs Roblox experiences kids actually return to.”

Roblox experience designer specializing in retention loops, social mechanics, and in-experience economies tuned for the Roblox audience.

✦ PRO

“Writes Luau systems that scale across thousands of concurrent Roblox players.”

Roblox systems engineer authoring Luau code for replicated systems, data stores, and scalable in-experience architecture.

✦ PRO

“The bridge between artistic vision and engine reality.”

Art-to-engine pipeline specialist mastering shaders, VFX systems, LOD pipelines, performance budgeting, and cross-engine asset optimization.

✦ PRO

“Designs data-driven, decoupled Unity systems that scale without spaghetti.”

Unity architect mastering ScriptableObjects, decoupled systems, and single-responsibility component design for scalable Unity projects.

✦ PRO

“Builds Unity editor tools that turn 4-hour rituals into 4-minute clicks.”

Unity editor tool specialist authoring custom inspectors, property drawers, asset pipelines, and editor windows that ship workflow improvements to teams.

✦ PRO

“Networks Unity games with NGO/Mirror, deterministic sim, and graceful disconnects.”

Unity multiplayer specialist building netcode-for-GameObjects, Mirror, and Photon Fusion architectures with prediction, reconciliation, and matchmaking.

✦ PRO

“Authors Unity Shader Graph effects that read like art and run like code.”

Unity Shader Graph specialist authoring stylized URP/HDRP shaders, VFX Graph effects, and lit/unlit pipelines with optimization in mind.

✦ PRO

“Designs Unreal multiplayer that scales from 8-player co-op to MMO-class.”

Unreal multiplayer architect mastering replication graph, dedicated server architecture, GAS in networked play, and large-scale match infrastructure.

✦ PRO

“Masters the C++/Blueprint continuum for AAA-grade Unreal Engine projects.”

Performance and hybrid architecture specialist mastering C++/Blueprint continuum, Nanite geometry, Lumen GI, and Gameplay Ability System.

✦ PRO

“Bridges Unreal artists and engineers — Niagara, materials, and pipeline glue.”

Unreal technical artist authoring Niagara VFX, material networks, optimization passes, and the asset pipeline glue that keeps art teams shipping.

✦ PRO

“Builds Unreal worlds that feel hand-authored at any zoom level.”

Unreal world-building specialist mastering World Partition, landscape tooling, foliage systems, and large-open-world streaming for UE5.

“Audits paid media accounts across 200+ checkpoints with prioritized recommendations.”

Comprehensive paid media auditor systematically evaluating Google Ads, Microsoft Ads, and Meta accounts across account structure, tracking, bidding, creative, and audiences.

“Bridges performance data and persuasive messaging across every paid channel.”

Paid media creative specialist focused on ad copywriting, RSA optimization, asset group design, and creative testing frameworks across Google, Meta, Microsoft.

✦ PRO

“Scales Meta, TikTok, and LinkedIn paid social with creative-first thinking.”

Paid social specialist running Meta, TikTok, LinkedIn, and Reddit Ads with audience strategy, creative testing, and full-funnel attribution.

✦ PRO

“Architects search and shopping campaigns from $10K to $10M+ monthly.”

Senior paid media strategist specializing in large-scale search, shopping, and Performance Max architecture across Google, Microsoft, and Amazon ads.

✦ PRO

“Buys programmatic with the rigor of a hedge fund and the creativity of an agency.”

Programmatic specialist running DV360, The Trade Desk, and Yahoo DSP — bid strategy, deal management, audience syndication, and incrementality measurement.

✦ PRO

“Mines search query reports for the negative keywords and intent gaps competitors miss.”

Paid search query analyst surfacing intent insight, negative keyword discovery, and ad group restructuring opportunities from raw search-term data.

✦ PRO

“Implements paid media tracking that survives consent banners and iOS updates.”

Paid media tracking specialist implementing GA4, GTM, server-side tracking, conversion APIs, and consent-aware measurement across paid platforms.

“No culture is random — every practice is a solution to a problem you might not see yet.”

Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method — builds culturally coherent societies that feel lived-in rather than invented.

“Geography is destiny — where you are determines who you become.”

Expert in physical and human geography, climate systems, cartography, and spatial analysis — builds geographically coherent worlds where terrain, climate, and settlement make sense.

✦ PRO

“History doesn't repeat, but it rhymes — and I know all the verses.”

Expert in historical analysis, periodization, material culture, and historiography — validates historical coherence and enriches settings with authentic period detail.

✦ PRO

“Every story is an argument — I help you find what yours is really saying.”

Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frameworks from Propp to Campbell to modern narratology.

✦ PRO

“People don't do things for no reason — I find the reason.”

Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible characters and interactions grounded in clinical frameworks.

“Pushes Metal compute and rendering for spatial macOS experiences.”

macOS spatial computing engineer authoring Metal shaders, RealityKit content, and spatial-aware rendering pipelines for the Mac.

“Integrates terminal-class tools into spatial workflows without losing the keyboard.”

Spatial computing specialist integrating CLI workflows, code editors, and terminal-class tools into spatial OS environments without sacrificing keyboard fluency.

✦ PRO

“Builds native volumetric interfaces and Liquid Glass experiences for visionOS.”

Native visionOS spatial computing specialist mastering SwiftUI volumetric interfaces, RealityKit, and Liquid Glass design implementation.

✦ PRO

“Designs XR cockpit and simulator interactions that feel correct under load.”

XR cockpit specialist designing simulator-grade interaction models for spatial cockpits, dashboards, and operator workstations.

✦ PRO

“Builds browser-based AR/VR/XR experiences that push WebXR to its limits.”

Expert WebXR and immersive technology developer with specialization in browser-based AR/VR/XR applications using Three.js, A-Frame, and Babylon.js.

✦ PRO

“Designs XR interfaces that survive contact with real users and real headsets.”

XR interface architect designing cross-platform spatial UI patterns, gaze-and-pinch interactions, and ergonomically validated interface systems.

“Closes AP cycles cleanly — invoices in, approvals routed, payments scheduled.”

AP automation specialist for invoice ingestion, three-way matching, approval routing, and clean payment scheduling across ERP integrations.

“Ensures every AI agent can prove who it is, what it's allowed to do, and what it actually did.”

Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments.

✦ PRO

“The conductor who runs the entire dev pipeline from spec to ship.”

Autonomous pipeline manager that orchestrates the entire development workflow — leader of the multi-agent process.

✦ PRO

“Calm, skeptical, and operations-focused. Prefers reliable systems over automation hype.”

Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before implementation.

✦ PRO

“Finds the exploit in your smart contract before the attacker does.”

Expert smart contract security auditor specializing in vulnerability detection, formal verification, exploit analysis, and audit report writing.

✦ PRO

“Walks you from readiness assessment through evidence collection to certification.”

Expert technical compliance auditor specializing in SOC 2, ISO 27001, HIPAA, and PCI-DSS audits — readiness through certification.

✦ PRO

“Designs corporate training that learners actually finish and apply.”

Instructional designer specializing in corporate L&D — competency models, scenario-based learning, and measurable behavior change.

✦ PRO

“Every customer interaction is a chance to turn a problem into loyalty.”

Friendly, professional customer service specialist for any industry — handling inquiries, complaints, account support, FAQs, and seamless escalation.

✦ PRO

“Reconciles, dedupes, and harmonizes datasets across messy real-world sources.”

Data consolidation specialist for cross-system entity resolution, dedupe, and the boring data hygiene work that makes downstream analytics trustworthy.

✦ PRO

“Wins government digital deals through procurement-fluent storytelling.”

Public-sector pre-sales consultant specializing in digital transformation pitches across federal, state, and local procurement frameworks.

✦ PRO

“Patient-aware customer service that respects HIPAA without losing humanity.”

Healthcare customer service specialist navigating patient inquiries, appointment workflows, and benefits questions with HIPAA-aware empathy.

✦ PRO

“Reviews healthcare marketing for FDA/HIPAA risk before legal does.”

Healthcare marketing compliance reviewer with deep familiarity with FDA, HIPAA, and pharma promotion guidelines.

✦ PRO

“Five-star guest service that scales — anticipates needs before guests articulate them.”

Hospitality and guest services specialist for hotels, resorts, and short-term rentals — concierge experience, complaint handling, and upsell craft.

✦ PRO

“Designs new-hire experiences that retain people past day 90.”

HR onboarding specialist designing structured first-90-days experiences, manager rituals, and milestone-driven new-hire journeys.

✦ PRO

“Stitches user identities across devices, sessions, and channels — privacy-first.”

Identity graph specialist designing deterministic and probabilistic identity resolution across CDPs, ad platforms, and product analytics.

✦ PRO

“Bridges languages with precision, cultural respect, and the fluency of a native speaker.”

Real-time translation specialist with cultural context, regional dialect awareness, travel phrase guidance, and tone-appropriate communication.

✦ PRO

“Captures legal time and runs billing cycles cleanly across firm sizes.”

Legal billing specialist for time capture, narrative drafting, client billing rules, and the boring-but-critical workflow of law firm cash flow.

✦ PRO

“Runs legal intake that conflicts-checks, qualifies, and prepares the matter cleanly.”

Law firm intake specialist orchestrating conflict checks, fact gathering, fee discussions, and matter setup across practice areas.

✦ PRO

“Every word in a legal document matters. Every missed clause is a liability.”

Comprehensive legal document review specialist for contracts, litigation documents, and real estate agreements — flagging risk clauses and checking compliance.

✦ PRO

“Walks borrowers through loan files cleanly — docs in order, disclosures on time.”

Mortgage and consumer-loan officer assistant managing borrower communication, document collection, disclosure timelines, and underwriter handoffs.

✦ PRO

“Builds language server indexes that scale to monorepos and beyond.”

LSP and code-intelligence specialist building indexers, language servers, and code-graph infrastructure for IDE-grade tools.

✦ PRO

“Builds the tools that make AI agents actually useful in the real world.”

Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities with custom tools, resources, and prompts.

✦ PRO

“Walks clients through buy-side and sell-side transactions with calm rigor.”

Real estate professional handling buyer/seller representation — listing strategy, offer negotiation, inspection coordination, and closing flow.

✦ PRO

“Builds your full-cycle recruiting engine from sourcing to onboarding.”

Expert recruitment operations and talent acquisition specialist — sourcing, talent assessment frameworks, employer branding, and labor law compliance.

✦ PRO

“Owns the boring-but-critical work of getting the right report to the right person on time.”

Reporting operations specialist orchestrating recurring report distribution — scheduling, templating, audience routing, and access control.

✦ PRO

“Handles retail returns with empathy, policy fluency, and fraud-aware judgment.”

Retail customer returns specialist navigating return policy, exchanges, restocking, and fraud-aware exception handling across direct and marketplace channels.

✦ PRO

“Pulls structured sales signal out of unstructured CRM mess.”

Sales data extraction specialist parsing CRM notes, call transcripts, and email threads into structured deal intelligence.

✦ PRO

“Runs personalized cold outreach that earns replies without the spam smell.”

Sales outreach specialist designing research-backed cold email and LinkedIn sequences that respect deliverability and prospect intelligence.

✦ PRO

“I don't own any function. I own the space between all of them.”

Master coordinator for founders and executives — filters noise, owns processes, enforces consistency, routes decisions, and positions outputs for impact.

✦ PRO

“Designs structures that stand across borders — always code-compliant and constructible.”

Expert civil and structural engineer with global standards coverage — Eurocode, DIN, ACI, AISC, ASCE, AS/NZS, and more — across structural, geotechnical, and construction.

✦ PRO

“Detects invisible exclusion and ensures your software resonates across cultures.”

CQ specialist that detects invisible exclusion, researches global context, and ensures software resonates authentically across intersectional identities.

✦ PRO

“Bridges your product team and the developer community through authentic engagement.”

Expert developer advocate specializing in building developer communities, creating compelling technical content, and optimizing developer experience.

✦ PRO

“Generates polished, branded documents from structured input.”

Document generation specialist composing branded contracts, proposals, and reports from structured inputs and templates.

✦ PRO

“Navigates the French consulting market the way locals actually buy.”

France-market consulting specialist with deep knowledge of French enterprise procurement, negotiation, and the local consulting ecosystem.

✦ PRO

“Navigates Korean business culture, hierarchy, and decision-making.”

Korea-market specialist guiding foreign teams through Korean business culture, decision-making norms, and partnership dynamics.

✦ PRO

“Stress-tests AI models against jailbreaks, drift, and prompt injection.”

AI model QA specialist running adversarial evaluation, drift monitoring, and red-teaming for production LLM and ML systems.

✦ PRO

“Turns a tangled Salesforce org into an architecture that scales.”

Solution architect for the Salesforce platform — multi-cloud design, integration patterns, governor limits, deployment strategy, and data model governance.

✦ PRO

“Every path the system can take — mapped, named, and specified before a single line is written.”

Workflow design specialist mapping complete workflow trees for systems and agents — happy paths, branches, failure modes, recovery paths, and observable states.

✦ PRO

“Guides students through study-abroad selection, applications, and visas.”

Study-abroad advisor managing university selection, application strategy, visa logistics, and pre-departure prep for international students.

✦ PRO

“Builds procurement engines and supply chain resilience across global manufacturing ecosystems.”

Supply chain management and procurement specialist — supplier development, strategic sourcing, quality control, and supply chain digitalization.

✦ PRO

“Reviews zero-knowledge proofs and circuit designs the way they actually fail.”

Zero-knowledge cryptography specialist reviewing circuit designs, proving systems, and ZK rollup architectures for soundness and usability.