Projects

AI-powered engineering tools and applications.

ai-test-gen

AI-Powered Test Case Generation Framework

Featured

A hybrid rule-based + LLM pipeline that generates structured manual test cases from Azure DevOps user stories. Combines deterministic scaffolding with Gemini 2.5 Flash for natural-language enrichment, ChromaDB for semantic step matching, and automated upload to ADO Test Plans.

92%

Time Saved

$0.002

Cost/TC

207

Test Cases

73% first-pass

Quality

PythonGemini 2.5 FlashChromaDBspaCyAzure DevOps APIClean ArchitectureDocker

gap-trader

AI-Powered Stock Trading Assistant

A gap trading assistant that scans for market gaps, manages watchlists, logs trades, and tracks performance. Built with Flask, SQLAlchemy, and real-time market data from yfinance and Finnhub.

Flask + ML

Stack

Real-time

Data

PythonFlaskSQLAlchemyyfinanceChart.jsInteractive Brokers