Garvit Jindal

SDE-2 @Moodys | Prev. @SAP

[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

[Garvit Jindal @garvitjindal_]

@raccoonaihq Massive respect to the team. The vision here is bold and the execution looks solid. Big cheers for Raccoon AI 🚀.

[Garvit Jindal @garvitjindal_]

Try it out guys, one of the best AI agents for research, creating slides, web apps and much more…

[Raccoon AI @raccoonaihq]

Introducing Raccoon AI 1.1 - the world's first collaborative AI agent for anything.

Give it a job. It'll research the web, build the app, create the deck, draft the contract, generate and edit videos or images - whatever the task needs, start to finish.

You steer. It delivers.

[Garvit Jindal @garvitjindal_]

@shubh_saras Congrats @shubh_saras @avi_agarwal2001 for the launch 🚀

[Shubh Saraswat @shubh_saras]

hey chat, we just launched Raccoon AI API Platform!

it's a complete ecosystem that lets devs easily run automated web workflows.

we have built everything from scratch to make it reliable and developer-first.

[Aviral Agarwal @avi_agarwal2001]

Hey guys, will be joining Magicball’s AI Engineering Summit next week, showcasing Raccoon AI!

Will be diving deep into the tech powering our LAM system and stuff around.

Do swing by.
March 11 | Indiranagar, BLR
https://t.co/nCRx0WSlUG

[Shubh Saraswat @shubh_saras]

yo chat, heading to MagicBall's AI Engineering Summit next week!
i’ll be talking about Raccoon AI, diving into the tech and some cool demos.
if you're into web agents and action models, this is something you’ll want to check out.
we’re also launching on 10th, awesome stuff coming.

📅 March 11, 5PM
📍 Indiranagar, BLR
🔗 https://t.co/fVB1YMCY4b
pull up if you're around, let’s talk AI.

@LightspeedIndia @stripe @grayscale_vc @sydverma

[Garvit Jindal @garvitjindal_]

@shubh_saras Great guys @avi_agarwal2001 @shubh_saras
Eager to use it! Best of Luck guys!!

[Shubh Saraswat @shubh_saras]

Raccoon in action on MMT app.
At Raccoon AI, we're building actionable AI systems that can see, understand and interact with apps like we humans do for everyone, focusing on long term context awareness and hyper-personalization.
Raccoon Chat, our assistant that allows you to chat your way through your favourite apps is coming in public beta this month!
Our APIs and SDKs will be available in private beta soon, DM for early access.

P.S. We're still looking for awesome engineers to join our founding team, if this looks exciting to you, DM.

[Garvit Jindal @garvitjindal_]

@shubh_saras @avi_agarwal2001 @_nightsweekends @_buildspace @FarzaTV Great idea guys, knowing the hard work you guys are doing to build it will make it more successful.

[Garvit Jindal @garvitjindal_]

@rahil_mavani @_buildspace @_nightsweekends @FarzaTV Nice idea, working in the same kinda niche.
Would love to see if somehow it can be integrated here:-

[Garvit Jindal @garvitjindal_]

@exportpng @_buildspace @_nightsweekends Yes , these will be the key motivation of this app.

[Garvit Jindal @garvitjindal_]

Really excited to build this!!
`S5`
cc
@_buildspace
@_nightsweekends

[Garvit Jindal @garvitjindal_]

@exportpng @_buildspace @_nightsweekends @FarzaTV I just clicked the Follow button to obtain the fantastic stuff coming up!!

[Garvit Jindal @garvitjindal_]

@avi_agarwal2001 @_buildspace @_nightsweekends Thanks buddy i’ll hit you up when it's about to be ready.

[Ayushi Rawat @ayushi7rawat]

Prosus acquire @StackOverflow for $1.8 Billion. A low number compared to what it's worth and the value they created.

#stackoverflow

[Marko Denic @denicmarko]

Wes Bos offers this free course on CSS Grid.

Link: https://t.co/hThqqLUr2f

[Himalaya Gupta @HimalayaGupta14]

#SOS please donate or retweet for reach
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[Amit Paranjape @aparanjape]

🙏

85-year-old Narayan Dabhalkar went against the medical advice of his doctors and voluntarily walked out of the hospital for a young patient... "I have lived my life. Saving the life of a young man is more important," he reportedly told doctors.
https://t.co/yzAjgrLvLf

[Stephen M. R. Covey @StephenMRCovey]

"My biggest mistake was thinking I shouldn't show my mistakes — I learned I should." - Jack Dorsey. Are you comfortable doing the same? #SpeedofTrust