Master's thesis → applied venture
Inference
Decision intelligence for emergency command
Reconstructs a single operational picture from radio traffic, sensors, unit telemetry, weather, and public reports — flagging decision points and letting commanders query live incident data in plain English, without touching existing CAD workflows.
Graph database
data205-neo4j
Graph-modeled relational data, explored in Jupyter
Modeling and querying connected data with Neo4j, working through graph traversal and schema design end to end.
Sentiment analysis
advertisement-sentiment-rt
NLP on Reddit advertisement discussion
Classifying sentiment in real-time Reddit discussion around advertisements, from data collection through model evaluation.