Statusshipped
Categoryai
Stack10 tools
Updated2026-03-30T05:24:49.225636+00:00
Timeline6 steps
Overview
Key Features
- ai
- automation
- langgraph
Project Timeline
Step 1
Project ideation & architecture design
esigned the 5-stage pipeline architecture, chose tech stack, planned LangGraph agent graph and RL feedback loop.
Step 2
Core scraping pipeline built
Integrated JobSpy and Playwright to scrape LinkedIn, Indeed, and Glassdoor. Built deduplication and PostgreSQL storage layer.
Step 3
Semantic job scoring engine
Implemented pgvector embeddings for job-profile matching. Built LangGraph scoring agent with conditional routing.
Step 4
DPO resume generation model
Fine-tuned resume generation model using HuggingFace TRL with DPO. Implemented ATS keyword mirroring per job description.
Step 5
Browser automation agent
Built Playwright agent to autonomously navigate job portals, fill forms, upload resumes and submit applications via FastMCP.
Step 6
Dashboard MVP
mplementing nightly DPO retraining pipeline using application outcome signals (rejection, view, interview) as reward feedback.