Grant Discovery
AI-powered grant matching and application tracking
- Nightly grant feeds
- LLM eligibility parsing
- Semantic search
- Industry
- Grant funding
- Status
- Shipped
- Grant feeds
- LLM parsing
- pgvector search
- Matching engine
- Alerts
The Problem
Researchers spent weeks manually searching for relevant grants across dozens of databases. Most opportunities were missed because of timing, eligibility mismatches, or simply not knowing they existed.
The Approach
An AI pipeline that ingests grant databases, extracts eligibility criteria using NLP, and matches against researcher profiles. Automated alerts for new opportunities. Application timeline tracking.
The Architecture
Python/FastAPI backend with LLM-powered parsing. PostgreSQL with pgvector for semantic search. ETL pipeline processes grant feeds nightly. The matching engine scores opportunities against researcher expertise and institution eligibility.
The Results
Searching dozens of databases by hand gives way to scored matches and automated alerts, with application deadlines tracked in one place.
Built with Python, LLM, PostgreSQL, FastAPI
Is your team buried in manual research?
If people are spending weeks on work a pipeline could do overnight, tell me what they're searching through.
Serving the Central Valley: Sacramento · Stockton · Modesto · Manteca, Tracy & Lathrop