20253rd place, NSK.AI Bootcamp hackathon
HomeTown Atlas
An AI guide replacing generic routes with personalized, story-filled journeys across African cities, live in Nigeria, Kenya and Ethiopia.
- Gemini
- LangChain
- FAISS
- MongoDB
- Streamlit
Every special place deserves to be on the map: from famous landmarks to the best okpa vendor in Enugu. HomeTown Atlas generates narrative-driven walking and driving routes from a curated knowledge base of African history and local experiences.
- Gemini + LangChain for narrative generation and feedback analysis
- Sentence Transformers + FAISS for instant story retrieval
- OpenRouteService for dynamic routing and geolocation
Built with Francis Ochieng for the NSK.AI Bootcamp hackathon.
Notable outcome
3rd place, NSK.AI Bootcamp hackathon