Built a full-stack RAG pipeline (NLP-2-GeoPandas Dataframe) to chat with Film Locations in San Francisco dataset
- tech stack: Google Gemini AI model Flash, Python, Streamlit Cloud, GeoPandas, SQLite, Folium (Leaflet) map
- The full design, sepcs and code are available https://github.com/nina-mir/DigitalOcean-hackathon-FILM-2025
This app was completed during a DigitalOcean/Auth0 sponsored hackathon event on Oct-18-2025 in San Francisco, CA
Built a full stack project ingesting data from WindBorne Systems' live constellation API to be used in two plots made by d3.js:
- a worldmap displaying each flight trajectory in a 24-hr interval
- a Sankey chart to display the starting/ending region of each trajectory using geonames.org and nominatim.openstreetmap.org APIs
The project depends on an automated datapipeline that fetches and processes new data hourly [on an Ubuntu cloud server] and uses CLoudflare Workers to edge-cache the data files
currently working on a web-game that is language learning and practice for folks who are learning Russian/English/German. This game is heavily inspired by real events that happened from 1941-1945 in the Eastern Front in Europe.
check the game out https://nina-mir.github.io/taschen-dolmetcher/
if you have any sugestions please open an issue here: https://github.com/nina-mir/taschen-dolmetcher or email me diretly at nina@sfsu.edu



