Logan – Python, Typescript, AI agent development

Live solar generation forecasting platform providing day-ahead forecasts for utility-scale CAISO solar plants and benchmarking predictions against CAISO’s own forecasts.

• Built and deployed the forecasting platform end-to-end, from data processing and model development through production delivery;
• Developed day-ahead solar generation forecasting models using LightGBM and HRRR weather data;
• Built an automated pipeline to generate and publish daily forecasts for utility-scale solar plants;
• Implemented performance benchmarking against CAISO’s own generation forecasts;
• Developed a public web application for visualizing and comparing forecast results.

AI-powered financial research platform that uses SEC filings to analyze companies and generate interactive company relationship graphs.

• Built the product end-to-end, from architecture and implementation through deployment;
• Developed a RAG-powered financial analysis agent using LangGraph, Mem0, and SEC filing data;
• Built the FastAPI backend and React frontend for interactive financial analysis and company relationship visualization.

AI-powered microbiome health platform providing at-home gut health testing and personalized insights based on scientific research.

• Engineered MLOps infrastructure on AWS, integrating laboratory data with proprietary AI models to generate personalized health reports;
• Architected and implemented the end-to-end technology stack for the microbiome health MVP as a founding engineer, spanning frontend applications, APIs, databases, and cloud infrastructure.

Browser-based live streaming and recording platform enabling content creators to host guests, customize broadcasts, and stream across multiple social platforms.

• Led development and UI design of the browser-based live streaming platform;
• Delivered high-throughput, real-time video products using WebRTC, HLS, and RTMP;
• Designed and built greenfield products for streamers and content creators.

Livestreaming education platform enabling independent teachers to host real-time remote classes and build online learning communities.

• Built the livestreaming education platform end-to-end;
• Grew and supported a learning community of 50+ teachers and 400+ students.