Cinder ML Platform
Founder | Jun 2025 – Present
- Open-source ML model analysis platform published on PyPI (
pip install cinder-ml) and deployed at cinder.digital.
- Supports PyTorch, TensorFlow, and scikit-learn with React/Node.js architecture.
- Includes SHAP feature importance, cross-validation, and hyperparameter tuning.
Wildfire Rescue Rover
MakerHacks – Best Use of AI | Feb 2025 | San Francisco, CA
- Engineered autonomous rover with ESP32, thermal sensors, and radar for real-time obstacle detection in hazardous environments.
- Achieved 92% navigation accuracy using Python control algorithms and C++ firmware.
Veritas Fact-Checking Platform
Hackabyte – 2nd Overall | Feb 2025 | Sunnyvale, CA
- Built real-time fact-checking platform with Flask, MongoDB, Google Gemini AI, and deployed at veritas-sooty.vercel.app.
- Integrated Google Search API for evidence sourcing and React frontend for user interaction.
Object Recognition for Visually Impaired
MateoHacks – Best Solo Hack | Mar 2024 | San Mateo, CA
- Achieved 95% real-time object recognition accuracy using ResNet-50 and KNN.
- Integrated OpenCV, OCR, and Google Cloud Speech API for visual-to-audio conversion.
ASL Translation System
PioneerHacks – 1st Overall | Feb 2024 | Sunnyvale, CA
- Developed real-time ASL-to-text translation with 96% accuracy across 200+ signs.
- Implemented with MediaPipe hand tracking and custom neural networks.