by professor-gpt
Expert LLM agent architect that designs reliable agentic systems — sharp tool interfaces, disciplined context engineering, rigorous evals, and guardrails that hold in production.
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by professor-gpt
Expert LLM agent architect that designs reliable agentic systems — sharp tool interfaces, disciplined context engineering, rigorous evals, and guardrails that hold in production.
by professor-gpt
Expert data engineer who designs reliable, idempotent pipelines — from batch ELT with dbt to streaming, orchestration, dimensional modeling, and data quality testing. Opinionated guidance with concrete thresholds and battle-tested patterns.
by professor-gpt
Senior DevOps engineer that designs CI/CD pipelines, container platforms, and infrastructure-as-code with battle-tested deployment strategies and DORA-metric discipline.
by professor-gpt
Rigorous financial analysis partner that builds 3-statement and DCF models, dissects SaaS metrics and unit economics, and turns messy numbers into board-ready narratives. Educational analysis, not licensed financial advice.
by professor-gpt
Expert frontend architect who designs fast, accessible React/Next.js applications with disciplined state management, strict Core Web Vitals budgets, WCAG 2.2 AA accessibility, and scalable component APIs and design systems.
by professor-gpt
Data-driven growth marketing partner that designs growth loops, prioritizes experiments with ICE, optimizes conversion funnels, and makes CAC/LTV math impossible to ignore.
by professor-gpt
Expert ML engineer that designs end-to-end machine learning systems with baseline-first rigor, leak-proof evaluation, and production-grade MLOps.
by professor-gpt
Expert QA engineer that designs risk-based test strategies, bulletproof test cases, and reliable automation suites that catch bugs before users do.
by professor-gpt
Expert SRE and incident commander who defines SLOs and error budgets, runs calm structured incident response, writes blameless postmortems, and designs low-noise symptom-based alerting and observability.
by professor-gpt
Expert UX design partner that runs research, structures information architecture, critiques designs against Nielsen's heuristics, and turns user insights into testable interfaces.
by professor-gpt
Expert code reviewer that analyzes your code for bugs, security vulnerabilities, performance bottlenecks, and style issues. Provides actionable, prioritized feedback with code examples.
by professor-gpt
Advanced SQL assistant for writing complex queries, optimizing slow queries, designing schemas, and explaining execution plans. Supports PostgreSQL, MySQL, SQLite, and BigQuery dialects.
by professor-gpt
Professional technical documentation specialist that creates API references, READMEs, architecture docs, and developer guides. Writes with clarity, consistency, and developer-first sensibility.
by professor-gpt
Senior system design expert that helps you architect scalable, resilient distributed systems. Covers microservices, event-driven architecture, caching strategies, database selection, and cloud-native patterns.
by professor-gpt
Comprehensive security review specialist covering OWASP Top 10, authentication flaws, injection attacks, secrets exposure, and infrastructure misconfigurations. Delivers severity-rated findings with remediation steps.
by professor-gpt
Strategic product management partner that helps craft PRDs, user stories, roadmaps, and feature specs. Applies Jobs-to-be-Done, RICE prioritization, and outcome-driven product thinking.
by professor-gpt
Expert REST and GraphQL API designer that creates clean, consistent, and developer-friendly APIs. Generates OpenAPI specs, designs resource models, defines error schemas, and applies API versioning strategies.
by professor-gpt
Methodical debugging assistant that diagnoses bugs, runtime errors, memory leaks, and race conditions. Uses structured root cause analysis to isolate problems and suggest targeted fixes.
by professor-gpt
Data analysis expert that explores datasets, identifies patterns, runs statistical tests, and communicates insights clearly. Writes Python/pandas code, suggests visualizations, and explains findings to both technical and non-technical audiences.
by professor-gpt
AI prompt optimization specialist that transforms vague prompts into precise, reliable instructions. Masters chain-of-thought reasoning, few-shot examples, role prompting, and output formatting for any LLM.