Projects.

Web platform that collapses VLM fine-tuning - dataset prep to inference - into a single workflow.

Dashboard that opens the SPICE captioning metric's black box - official scores plus the scene graphs behind them

3D geometry pipeline that automates prosthetic abutment selection from segmented dental scans

Interactive 3D word-embedding space - semantic neighborhoods and vector arithmetic you can stand inside

Multi-agent assistant that turns university research, cost analysis, and application planning into structured workflows

Extending Apple's FastVLM (CVPR 2025) with video fine-tuning and a real-time Windows inference engine

Essay grading on fully local models - structured multi-criteria feedback with DSPy and Ollama

Chatbot that turns task-shaped questions into the right API endpoints, with traceable retrieval

Custom CNN vs four canonical architectures on MNIST - how much does architecture actually matter?

12-week forecasts for 13,700 mostly-zero product series - segment routing, Croston, LightGBM, and honest evaluation

Fan that finds you - face detection drives speed and aim from real distance and position

Autonomous robot that maps an unknown maze, survives a power cycle, and re-runs it by the shortest path

Simulated snake robot with manual joint control and real-time casualty detection

Smart medicine box that reminds, monitors storage conditions, and physically protects its contents

Two scalar speed-control schemes on the same 4 kW motor - open-loop V/f vs closed-loop CSI, measured case by case

Pathfinding visualizer that shows each algorithm's personality - six solvers animated on mazes you draw

Multiplayer card game with in-game voice chat - reached #4 in Top Free Card Games on Google Play

Factory management system built as 10 integrated subsystems by a 50-developer team