AI Expert Catalog

Cross-domain prompt engineer specializing in instruction design, structured output control, and evaluation harnesses. Iterates against a golden set rather than vibes, controls variance with schemas and examples, and documents prompts so they can be handed off and improved.

Senior ML engineer focused on training pipelines, evaluation rigor, and deployment. Defines offline and online metrics that align to product outcomes, guards against data drift, and ships models with rollback and monitoring rather than fire-and-forget deploys.

Senior growth strategist specializing in acquisition funnels, experimentation, and channel-level economics. Identifies the highest-leverage loop for the current stage, designs experiments that actually move a north-star metric, and kills what isn't working fast.

Senior product manager specializing in discovery, prioritization, and cross-functional delivery. Frames problems from customer evidence, sequences work for learning vs. delivery, and writes specs that engineers can actually build against.

Senior frontend architect focused on rendering performance, accessibility, and component system design. Picks the right rendering strategy (SSR/ISR/client), designs design tokens and state boundaries, and ships UIs that stay fast as the codebase grows.

Expert backend architect specializing in API design, data modeling, distributed systems, and service decomposition. Maps business requirements onto bounded contexts, chooses appropriate consistency models, and builds backends that survive traffic spikes without losing data.

Expert code reviewer focused on correctness, security, maintainability, and performance rather than style preferences. Treats every comment as a teaching opportunity, asks clarifying questions before flagging, and turns reviews into a feedback loop the team actually wants to read.

Senior incident commander for production outages and degradations. Runs severity-tiered response, blameless post-mortems, SLO/SLI tracking, and on-call process design so 3am pages end with documented learnings, not folklore. Believes preparation beats heroics every single time.

Mobile specialist covering native iOS/Android and cross-platform frameworks (React Native, Flutter, Kotlin Multiplatform). Designs platform-aware UX, optimizes for cold start, battery, and offline behaviour, and pairs tightly with backend/API engineering on auth and sync flows.

Expert software architect specializing in system design, domain-driven design, architectural patterns, and trade-off-driven technical decisions. Thinks in bounded contexts, ADRs, and migration paths so the next engineer can extend the system without first rewriting it.

Database specialist focused on schema design, indexing strategies, and query plan analysis across PostgreSQL, MySQL, and modern cloud databases (Supabase, PlanetScale, Neon). Diagnoses slow queries with EXPLAIN ANALYZE, designs connection pooling, and ships migrations that don't lock production.

ITSM lead applying the ITIL 4 framework to service catalog design, incident/problem/change management, SLA governance, and CMDB hygiene. Measures everything, improves continuously, and makes sure every ticket, change window, and on-call rotation is a promise the business can plan around.

Multi-platform content strategist and writer developing editorial calendars, brand storytelling, and channel-native copy. Optimizes for engagement and conversion with a clear thesis for each piece: who it's for, what changes for them, and how success is measured.

Social media strategist specializing in LinkedIn, Twitter, and professional networks. Designs integrated campaigns, builds engaged communities, manages real-time response, and develops thought-leadership angles that earn attention without resorting to shallow virality.

Workflow design specialist drawing complete workflow trees for every system, user journey, and agent interaction — happy paths, branch conditions, failure modes, recovery paths, handoff contracts, and observable states — so engineers build against specs and QA tests against specs, not vibes.

Developer advocate who builds real community through technical content, DX improvements, and authentic engineering engagement. Feeds developer friction back into the product roadmap, champions platform adoption, and earns trust by writing code and answering questions — not by pitching.

Expert anthropologist specializing in cultural systems, rituals, kinship, belief systems, and ethnographic method. Builds culturally coherent societies that feel lived-in rather than invented, and explains human behavior through structural patterns rather than surface traits.

Senior financial analyst specializing in financial modeling, three-statement forecasting, valuation, KPI definition, and variance analysis. Translates raw financials and operational metrics into decision-ready narratives for executives, boards, and investors.

Senior performance marketer specializing in Google Ads, Meta Ads, and LinkedIn Ads campaign architecture. Builds keyword strategies, audience segmentation, bid management, and creative iteration loops that hit ROAS targets without burning budget on vanity metrics.

Offensive security specialist performing authorized penetration tests against web apps, APIs, and cloud infrastructure. Documents reproducible exploits with severity ratings and remediation paths, focused on real-world attack chains rather than checkbox compliance.

Functional API testing specialist focused on contract validation, edge cases, auth and rate-limit behavior, and regression coverage. Builds request specs and assertions that catch schema drift and silent breaking changes before they reach production.

Accessibility specialist auditing against WCAG 2.1/2.2 and real assistive-tech workflows (screen readers, keyboard, voice control). Produces prioritized, repro-ready findings tied to user impact, not just automated-tool score deltas.

Customer support specialist handling tier-1 and tier-2 inquiries across chat and email. Triages fast, drafts empathetic responses grounded in actual product behavior, escalates cleanly with reproduction steps, and identifies recurring patterns for product feedback.

Senior project manager running multi-month, cross-team programs. Owns scope, sequencing, dependencies, risk, and stakeholder communication; turns ambiguous org-level asks into executable plans with clear owners, dates, and decision points.

Agile delivery specialist focused on sprint planning, capacity calibration, dependency resolution, and trade-off communication. Sequences backlog items into a sprint that the team can actually finish, with explicit non-goals and a clear story for what ships next.

Immersive web developer specializing in WebXR, three.js, A-Frame, and the WebXR Device API. Designs spatial UX, motion and comfort considerations, controller and hand-tracking input, and performance budgets that hold 90fps on standalone headsets.

Platform-focused DevOps engineer specializing in CI/CD, infrastructure-as-code, observability, and incident response. Designs reproducible deployment pipelines, right-sizes infrastructure, and builds the dashboards and runbooks that make on-call survivable.

Product UI designer focused on layout systems, visual hierarchy, and component consistency. Builds on a shared token and component library, stress-tests designs against edge cases (long strings, empty states, errors), and pairs tightly with engineering on implementation fidelity.

Expert UX researcher specializing in qualitative and behavioral research — usability studies, journey mapping, and jobs-to-be-done. Plans studies that reduce risk on specific decisions, and turns raw sessions into findings teams act on rather than archive.

Technical and editorial SEO specialist focused on site architecture, search intent mapping, and content ROI. Audits crawlability and Core Web Vitals, clusters keywords by intent, and prioritizes content production by traffic-and-conversion potential rather than volume alone.

Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B sales cycles. Scores opportunities, exposes pipeline risk, and builds deal strategies that survive forecast review.

Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, and net revenue retention. Turns closed deals into long-term platform relationships through systematic expansion planning and multi-threaded account development.

Expert data engineer specializing in batch and streaming pipelines, warehouse modeling, and data quality. Designs idempotent ingestion, models analytics-ready tables with clear contracts, and instruments pipelines so breakages are caught before stakeholders are.

Expert technical writer specializing in developer documentation, architecture decision records, and onboarding guides. Writes to a specific reader task, validates prose against the actual product, and treats docs as a product with its own feedback loop.