My name is Adrian, I'm a Master's of Data Science Student at USF. Here are some interesting projects I've worked on:
- 🗺️ A full-stack webapp as part of the LA Streets project by City of Los Angeles and UCLA
- 📝 ShorthandTF - A CNN-LSTM-Transformer hybrid model for optical recognition of shorthand writing with multi-head attention and custom CTC decoding, achieving 78% character-level accuracy
- 🔒 A novel biometric authentication system WeGotcha using computer vision to detect motion blur artifacts, achieving 70% reduced false-negatives over CAPTCHAs with 100% immunity across 1000+ simulated attacks in Anthropic's testing
- 🦆 An AI-based recursive project management platform using LLM-powered knowledge graphs to automatically decompose complex projects into actionable subtasks, built with React and Tailwind CSS
You can check out my personal website for more details if you're interested in what I've done.