Pratik Pathak
451 posts


Thanks a lot folks, really grateful to have you all🙏🏻
Checkout justhireme.ai
Also vasudev.live
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@Vasu_Devs Hey Vasu, Greatttttttttttttttttttttttttttttt
I will test and leave feedback
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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: github.com/vasu-devs/just…
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: github.com/vasu-devs/just…
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




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I'm OpenSourcing
I have been into scenario where i need VSIX files of Extensions, but there is no tool download it, if i need a old version i cant find it
Thatswhy i built my own : github.com/zpratikpathak/…
Checkout luve here: zpratikpathak.github.io/vsix-downloader
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hey @Swiggy @SwiggyCares @Swiggylnstamart
Half of my pizza is missing the toppings, there not even paneer pieces on it
whom should i reach out for refund. I gave you money so you are responsible
Order ID: 236702012407231



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@hackmum @Microsoft When is the next one happening?
I am thinking of applying as a speaker?
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💙 What a day!
#GitHubCopilotDevDays – #Mumbai (#Apr26MTP) was a full house at @Microsoft Mumbai 🇮🇳
AI‑native engineering, agentic workflows, and real‑world Copilot usage all in one place.
Here’s a quick recap of the sessions 👇🧵
#GitHubCopilot #mumtechup



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@sandybcsald @EaseMyTrip I was going to report too, thankfully it got resolved soon
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Hey all, thanks for your support, @EaseMyTrip Provided with a resolution in coordination with Qatar Airways.
Faizaan from the EMT Social team, was a really nice person and assisted with getting everything back on track. Guy deserves a raise :) Provided a resolution under 2 hrs.
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@augvcor @code @VisualStudio @AILabs_mubarra @maniSbindra @mistryhardik05 @Azure 🛠️ GitHub Copilot Workshop - language preference?
Reply with your ranked order (1 = highest):
1️⃣ Python | 2️⃣ TypeScript | 3️⃣ Java | 4️⃣ .NET
Example: 1 C#, 2 Python, 3 Java, 4 TS
#GitHubCopilotDevDays #Apr26MTP #mumtechup
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🚀 Registrations are OPEN!
Join us in #Mumbai for #GitHubCopilotDevDays × #GlobalAzure 2026 a full‑day, in‑person meetup on AI‑powered development & cloud‑native architecture.
📅 18 April 2026
📍 Microsoft Mumbai
👉 Register: luma.com/4hcgse19
#mumtechup #Apr26MTP

GitHub@github
GitHub Copilot Dev Days are coming to a city near you. 🏙️ Starting March 14, connect with your local dev community to level up your Copilot skills. Here's your opportunity to: ✅ Learn new features ✅ Watch live demos ✅ Apply real-world workflows Find an event or sign up to host. 👇 aka.ms/githubcopilotd…
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@pulkit_mittal_ not all the people wants to attend meetups and event. And managers visibility is not the only thing way to succeed in job
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My friend chose WFH and decided to stay in his village.
Salary -> 50 LPA
Cost of living -> almost 0 LPA
Everyone said he made the smartest decision.
Bangalore rent saved -> 2.5 LPA
Travel cost saved->1LPA
Home food every day.
On paper, he was saving lakhs every month.
But reality was different.
Tech meetups in Bangalore -> missed
Manager visibility -> low
Team bonding -> almost none
There was a startup meet in Banglore, but he couldn’t go.
Meanwhile village life had its own surprises.
Relatives dropping in anytime -> daily interruptions
Local functions -> “you must attend”
Random responsibilities -> unavoidable
Quiet focus time -> rare
Slowly something changed.
He was still working.
But he wasn’t really in the loop anymore.
Decisions happened without him.
Opportunities passed quietly.
His network stopped growing.
Money saved.
But career momentum slowed.
Sometimes the most expensive thing isn’t rent.
It’s distance from the room where things happen.
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