Referral Opportunity Catalog
A clean list of opportunities from my referral sheet. Company names link back to my work experience, and each card includes related project proof where available.
Shape autonomous AI agents that plan, write, debug, and ship production-quality code through engineering benchmarks and code review.
Build high-fidelity robot simulations for embodied AI research, realistic physics, and sim-to-real transfer workflows.
Design MuJoCo environments and evaluate reinforcement learning agents for robot control, policy stability, and generalization.
Evaluate AI-generated Lua code for game development and scripting workflows, including bugs, readability, and best practices.
Annotate aviation communication data to improve AI systems that understand ATC phraseology, radio exchanges, and safety signals.
Compare and rank AI-generated solutions across real engineering problems using code quality, correctness, efficiency, and maintainability.
Review AI-generated code, identify edge cases, design prompt tests, and provide structured feedback for model improvement.
Transcribe, validate, and label pilot-to-ATC communications for aviation AI systems and audio datasets.
Transcribe real ATC communications, label speakers and callsigns, and preserve aviation phraseology for AI training data.
Review AI-generated finance analysis, valuation workflows, financial models, rubrics, and reasoning quality.
Validate AI-generated accounting and finance content across financial statements, reporting concepts, and valuation tasks.
Review financial modeling tasks and improve Markdown/Python evaluation workflows through GitHub pull request processes.
Use senior engineering judgment to rank AI code, evaluate trade-offs, and shape how models understand strong software solutions.
Evaluate AI code responses, identify bugs and edge cases, and provide clear feedback across real-world engineering tasks.
