Projects

LLM Incident Classification

Leveraged LLMs to classify and geo-locate incidents from a nationwide network of police, fire, and EMS software defined radio (SDR) devices.

• Real-time incident notifcation system via Email and Discord
• Advanced token efficent retrieval-augmented search engine
• Informatative mapping system and audio audio visualization

Teachable Search Assistant

Developed a custom plugin for the Teachable.com platform allowing users to easily search course content and find relevant information.

• Retrieval-augmented search engine and answer generation
• Fine-tuned speech-to-text model for course content
• Custom UI for course content and search results

Realestate Data Analytics

Aggregated and normalized millions of public real estate data points for lead generation and and analytics.

• Advanced and cost efficient web scraping methods
• Data visualization and analytics dashboard
• Custom notification system for new data points