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SourceRight (Startup Sourcing & Screening)

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This project was built as part of the Data-Driven VC Hackathon organized by Red River West & Bivwak! by BNP Paribas

STARTUP SOURCING

This project was built as part of the Data-Driven VC Hackathon organized by Red River West & Bivwak! by BNP Paribas

Installation

Virtual env

Use python 3.13.x

python3 -m venv env
source env/bin/activate

Install dependencies

pip install -r requirements.txt

Setup the database

psql postgres;
CREATE USER ddvc WITH PASSWORD 'password';
CREATE DATABASE "ddvc_sourcing" WITH OWNER "ddvc";

Create the tables

yoyo apply --database=postgresql://ddvc:password@localhost:5432/ddvc_sourcing

Run the server

fastapi dev app.py

Docs will be available at http://127.0.0.1:8000/docs

Frontend

cd front/my-app

npm i
npm run dev

Test Startups from Different Funding Stages in Health and Fintech

Pre-Seed & Seed Stage

--> Should be ranked low, if the search is made for Brain Health Startups, as this is EHR startup


Series A+

--> Should be filtered out, due to Debt Stage Funding Stage

Documentation

The following project on startup sourcing receives inputs about opportunities from various sources, such as pitch decks, urls, data providers, and more, and outputs a filtered and ranked list of the startups in descending order, based on how they match with particular funds of a company.

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Code for the Data Driven VC Hackathon 2025 in Paris

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