Pinned Loading

1. All-In-One_SmartBox All-In-One_SmartBox Public

   Local-first smart home hub on a Raspberry Pi 5 + Hailo-8 NPU — YOLOv8m detection, on-device LLM assistant, and voice control. Zero cloud calls.

   Python

2. FPGA_Waveform_Generator FPGA_Waveform_Generator Public

   Arbitrary waveform generator on a Basys3 FPGA — DDS with a 32-bit phase accumulator, 1 kHz-999 kHz, linear and sinusoidal sweeps, fully pipelined at 100 MHz.

   Verilog

3. soccer-foul-prediction soccer-foul-prediction Public

   Predicting a referee's post-foul decision from player pose alone — 11,674 SoccerNet fouls, 17 COCO keypoints, 2-layer LSTM optimised for macro-F1 over accuracy.

   Python

4. RAG_Map_Reduce RAG_Map_Reduce Public

   Benchmarking sequential vs. Ray-distributed RAG ingestion — MapReduce only beats single-process past ~15 MB. LangChain + FAISS + Ollama.

   Python

5. Traffic_Light_System Traffic_Light_System Public

   Adaptive traffic junction on an STM32F103 — sensor-driven green-time allocation, pedestrian crossing, and a 3x6 LED matrix that cut signal wiring from 18 pins to 9.

   C

6. BreathGuard BreathGuard Public

   Browser-based sleep apnea monitor — Web Bluetooth to a ~US$20 chest sensor, real-time IIR filtering and breath detection in the page. No app, no server.

   HTML