A question/answer system built for integration with existing database systems. Uses Elasticsearch for document retrieval paired with an OpenAI GPT model to produce contextually relevant responses. Reduced incoming support tickets by 30%, drastically lowering operations costs.
A fraud detection application for real-time transaction monitoring in financial services. Uses scikit-learn ML model trained on historical transaction data, deployed in AWS Lambda. Reduced fraudulent transactions by 15% in pilot phase, mitigating losses by $250k.
A serverless IVR agentic system using Google DialogFlow CX for handling inbound calls in the alarm monitoring industry.
A ray tracing engine built from scratch in Rust. Renders scenes with diffuse materials, metals, and dielectrics (glass, water) with a perspective camera with adjustable FOV, aspect ratio, and focus.
A simple in-terminal journaling application made with Rust. Keeps track of events with simple reminders for special occasions.
An evolutionary semantic network built from scratch. Uses Neuron → Layer → Network format for training entities via Gaussian genetic mutation. Each generation shows improved performance measured by resources collected. Built with Rust, npm, Webpack, and WASM.