Project gallery
Project details
Tools & stack
- LangChain
- Puppeteer
- Groq
- VectorDB
- Supabase
Problem and solution
Repetitive, manual cold outreach
Tailoring each application email to a specific job posting is time-consuming when you have to read the listing, match your resume, and write from scratch every time.
AI drafts from job context and resume
The tool scrapes the job link, indexes your resume with a vector store, and generates a personalized cold email template so you can apply faster with less friction.
Process & highlights
Job parsing
Extracted the important language from each posting so the generator could focus on role-specific signals instead of generic copy.
Resume matching
Compared resume context to the job details to surface the strongest relevant skills and achievements for each draft.
Email structure
Set up the output to include a clean subject line, short intro, and tailored body that reads naturally to recruiters.
Fast iteration
Polished the workflow so users can refine and regenerate outreach quickly without redoing the setup each time.
Project output
Tailored cold email drafts
Cold email generation
Job link parsing
resume-driven context
Personalized drafting
Role-specific outreach
Faster application turnaround