My name is Adrian, I'm a Data Scientist at Asurion. 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 [RubADuck] 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 to find out more about me!
