MatchBoard
Client
MatchBoard
Year
2026
MatchBoard is an AI-powered job matching platform that automates the entire job discovery pipeline for job seekers. The core of the system is an LLM-driven matching engine I built using the Groq API. The agent autonomously parses an uploaded resume, extracts skills and experience, scrapes live job postings from LinkedIn, Indeed, and Glassdoor, and scores every job 0–100 against the candidate's profile — with a plain-language explanation of the match and a list of missing skills. No manual filtering. No keyword search. It just ranks.
FEATURES — AI resume parsing and skill extraction — Live multi-platform job scraping — AI match scoring with explainability — Freemium subscription model with usage limits — Razorpay-powered subscription billing — Multi-tenant Postgres backend with Row Level Security
Scope of Work
