Projects

Vision pipelines, CLI tooling, and embedded systems — built at the boundary of hardware and intelligence.

01 · 2026• ARCHIVED

Automated Tube Classification Pipeline

6-stage vision pipeline automating dataset generation for 16 blood tube classes — RealSense depth camera, MobileSAM segmentation, and Pydantic-versioned reproducible exports.

PYTHONMOBILESAMOPENCVPYDANTIC

02 · 2025• ARCHIVED

EnergiSense — Digital Twin

Physics-meets-ML digital twin for a combined-cycle power plant — MATLAB/Simulink model paired with Random Forest achieving 99.1% prediction accuracy on 24 months of operational data.

MATLABSIMULINKRANDOM-FORESTML

03 · 2025• ARCHIVED

Real-time Energy Management Platform

Full-stack IoT platform built in 48 hours for IBM TechXchange — Granite-3-8B LLM integration, WebSocket architecture delivering sub-100ms API response under concurrent device load.

NODE.JSIBM-GRANITEWEBSOCKETSWIFTUI

04 · 2024• ARCHIVED

Smart Home Automation System

Event-driven home automation engine on Raspberry Pi — 20+ heterogeneous sensors over MQTT, rule-based Python logic, and a Node-RED dashboard validated over 6 weeks continuous operation.

RASPBERRY-PIMQTTPYTHONNODE-RED