Projects

AI-Powered DevOps Automation Platform

Serverless AI platform that automates code review workflows by generating standardized Code Quality Review Reports (CQRR) for merge requests. RAG system enables natural language Q&A over any repository's code and documentation.

arch: event-driven serverless org: Panasonic Avionics started: Apr 2026

RAG + vector embeddings for context-aware code Q&A
Defect density analysis and trend tracking across repositories
Step Functions orchestration for scalable, event-driven processing

Python AWS Lambda Step Functions DynamoDB S3 API Gateway LangChain Vector Embeddings RAG

Android Streaming Reference App

HLS video streaming client for Android with ExoPlayer. Buffering optimization, fullscreen playback, retry handling for stream failures, and a categorized video catalog UI supporting up to 10 videos with loading, error, and empty states.

arch: repository pattern org: Panasonic Avionics completed: Mar 2026

ExoPlayer integration with buffering optimization and retry handling
Repository-based architecture for clean separation of mock and live data
Validated on Android tablet emulators with Microcks mock backend

Java Android SDK ExoPlayer HLS Streaming Gradle Microcks

Solar GPS Extraction & Mapping

Web application for the American Solar Energy Society that extracts GPS metadata from field images, converts coordinates to decimal degrees, and maps solar panel locations. Supports batch image analysis and multi-format export.

output: CSV · XLSX · KML org: ASES shipped: May 2025

Automated EXIF header processing for lat, lng, and altitude
Geospatial visualization and KML export for Google Earth Pro
Scalable batch pipeline for large solar field inspections

Python Flask EXIF Metadata Pandas SimpleKML HTML/CSS