Essays and analytical pieces examining financial markets, automated software engineering pipelines, and startup operations.
How to design a scalable FastAPI backend to serve LLM agents, handling stream responses, prompt variables, and rate limits.
Reflecting on database design, workflow engines, and why legal search tools need strict schema validation rather than fuzzy models.
Analyzing database connection pooling, query optimization, and response caching patterns to improve server response times.
An analysis of liquidity flows, interest rate dynamics, and behavioral patterns that define major market turns, outlining risk-mitigation plans for retail accounts.
Examining how LLMs, automated retrieval-augmented generation (RAG) pipelines, and sentiment analysis tools are shifting the speed of equity research and valuation.