ESP32 Smart Weather System
An ESP32 station reading temperature, humidity and air quality, publishing over MQTT to a cloud dashboard — built to learn embedded data pipelines end to end.
Lab
Experiments, prototypes and play
Smaller builds where I test ideas — IoT, AI, vision, cloud and automation. GitHub is the proof; no case study required for every experiment.
RAG Strategy Bench
Side-by-side evaluation of chunk sizes, embedding models and retrieval strategies on the same document set — the harness that picked Kilele Archade's retrieval settings.
AI Provider Fallback Harness
A test rig that simulates provider failures — timeouts, rate limits, malformed responses — to verify transparent failover across LLM backends.
Computer Vision Attendance
Face-embedding based attendance prototype where every bit of processing stays on-device — no biometric data leaves the machine.
Automation Scripts Collection
Deployment, data-cleaning and repo-automation scripts that removed daily manual chores across my projects.