Vasu-Devs

AI Engineer • Open to work!

Building:

[Vasu-Devs @Vasu_Devs]

I’m open sourcing JustHireMe 🚀

A local-first Agentic AI desktop app I’ve been building to make job searching more intelligent, transparent, and user-controlled.

GitHub: https://t.co/5R8mxCDSiR
The current job search process is broken.

Candidates spend hours scrolling through:

stale job posts

irrelevant roles
spammy listings
senior-only positions
repeated listings across platforms
jobs with almost no useful context
And most AI job tools either scrape too broadly, rank opportunities like a black box, or try to automate applications without giving the user enough control.
I wanted to build something different.

JustHireMe is designed as a personal job intelligence workbench.

Instead of blindly applying everywhere, it helps users discover better opportunities, evaluate them against their real profile, and generate tailored application materials while keeping sensitive career data local.

What it can do:

Ingest resume/profile data

Build a local professional profile graph
Discover job leads from multiple sources
Filter out low-quality or irrelevant postings
Score roles based on explainable fit
Match jobs using graph + vector search
Generate tailored resumes
Generate cover letters
Draft cold emails
Draft LinkedIn outreach messages
Track leads in a local CRM-style pipeline
Keep the user in control through a human-in-the-loop workflow
The main principle behind the project is:
More signal.
More explanation.
More local control.
Less blind automation.

The tech stack:
Tauri for the desktop shell
React + TypeScript for the frontend
Python + FastAPI for the backend sidecar

SQLite for local lead tracking

KuzuDB for graph-based profile modeling
LanceDB for vector search and semantic matching
Playwright for experimental browser automation
One of the biggest goals is privacy.
Your resume, career history, generated documents, job leads, application notes, and API keys should not have to live on someone else’s server by default.
JustHireMe is built around a local-first architecture so users can keep ownership of their data while still benefiting from modern AI workflows.
Another major goal is explainability.
I don’t want an AI system that just says:

“This job is a good match.”

I want it to explain:

which skills matched

which projects support the application

what gaps exist

why a role was filtered out

why a role deserves attention
what to highlight in the resume or cover letter
That matters because job search is not just a productivity problem.
It is personal.
It affects confidence.
It affects opportunity.
It affects people’s careers.
The project is currently in alpha, but the foundation is in place.
I’m looking for contributors interested in:
Agentic AI

AI agents
workflow automation
job source adapters
web scraping

ranking algorithms

GraphRAG

vector databases
semantic search
resume parsing
document generation
local-first software
privacy-first AI
UI/UX
testing and documentation
If you’re a developer, designer, AI engineer, student, or someone who has felt the pain of modern job searching, I’d love your feedback, ideas, issues, PRs, or even just a star ⭐
Repo: https://t.co/5R8mxCDSiR
Let’s build a better, more transparent job search system together.
#OpenSource #AgenticAI #AIAgents #RAG #GraphRAG #Python #FastAPI #ReactJS #TypeScript #Tauri #VectorDatabases #JobSearch #CareerTech #Automation #PrivacyFirst

[Vasu-Devs @Vasu_Devs]

@DanielSmidstrup Thats a really amazing idea!

[Vasu-Devs @Vasu_Devs]

@DanielSmidstrup https://t.co/k0voX2lASB

[Vasu-Devs @Vasu_Devs]

@PussyBlaster10k @polydao Well its statistically better than many oss, thanks though

[Vasu-Devs @Vasu_Devs]

@ramxcodes Ill be starting wfh so can save these costs

[Vasu-Devs @Vasu_Devs]

@code_kartik And these will lead to a lot of layoffs , such a stupid trend , oh I spend the most money to do the same task

[Vasu-Devs @Vasu_Devs]

@code_kartik @brave forever

[Vasu-Devs @Vasu_Devs]

@DriftNBlde @ramxcodes Bitch stfu

[Vasu-Devs @Vasu_Devs]

@komalpreet2809 X tbh

[Vasu-Devs @Vasu_Devs]

@Manixh02 Linked in ahh post

[Vasu-Devs @Vasu_Devs]

@SMSarwar47 LFG , win it

[Vasu-Devs @Vasu_Devs]

@ziwenxu_ Me too, now lets wait

[Vasu-Devs @Vasu_Devs]

@code_kartik Me too, but now i play a little

[Vasu-Devs @Vasu_Devs]

@komalpreet2809 Looks so cool!!

[Vasu-Devs @Vasu_Devs]

@buildwithsid Hopefully by next year either in sf or from my room at home

[Vasu-Devs @Vasu_Devs]

@sammythevamp_1 @OpenAI @thsottiaux @trekedge @sama @simpsoka I dont use crypto but here is the github link im not sure if they support crypto

Sponsor link: https://t.co/0MPyK8OMPo

[Vasu-Devs @Vasu_Devs]

Applied for @OpenAI Codex for OSS for
site: https://t.co/k0voX2lASB
Github: https://t.co/ugIM8uXAlu

Hey @thsottiaux @trekedge @sama @simpsoka

[Vasu-Devs @Vasu_Devs]

@Evanrrama No one predicted this for sure

[Vasu-Devs @Vasu_Devs]

@rutu_3 Hi

[Vasu-Devs @Vasu_Devs]

@sammythevamp_1 @OpenAI @thsottiaux @trekedge @sama @simpsoka Hey thank you, yes you can sponsor it on github or if can share my buy me a coffee link, which do you prefer