All work
AI / ML
Massar
AI-powered entrepreneurship orientation platform
2nd place — AI for Entrepreneurship, AINS 4.0 Hackathon
An AI platform that helps entrepreneurs evaluate their startup maturity and navigate their venture journey. I built adaptive AI workflows, a startup maturity classification engine, an explainable scoring system across five business dimensions, a RAG-based resource recommendation engine, and personalized action roadmaps that guide founders toward their next growth stage.
- Next.js
- NestJS
- Python
- FastAPI
- RAG
- LLMs
- XAI
- PostgreSQL
Architecture
- Adaptive AI workflows that branch on a founder's answers rather than running a fixed questionnaire.
- A startup maturity classification engine that places a venture on a lifecycle stage.
- An explainable scoring system covering five business dimensions, so a score can be traced to its inputs.
- A RAG pipeline over a curated resource corpus, recommending material matched to the venture's stage.
My contribution
- Built the adaptive AI workflows, the maturity classification engine, the explainable scoring system, the RAG-based recommendation engine, and the personalized roadmap generation.
Outcome
- 2nd place in the AI for Entrepreneurship track at the AINS 4.0 Hackathon.