Pratik Pathak

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Pratik Pathak

Pratik Pathak

@zpratikpathak

Learner

Mumbai Katılım Eylül 2019
31 Takip Edilen52 Takipçiler
Pratik Pathak
Pratik Pathak@zpratikpathak·
@Vasu_Devs Hey Vasu, Greatttttttttttttttttttttttttttttt I will test and leave feedback
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Vasu-Devs
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: 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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Pratik Pathak
Pratik Pathak@zpratikpathak·
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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Sandeep Singh 👕🧦📔🧢 Makes Best Merch @ ReWorks
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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Pratik Pathak
Pratik Pathak@zpratikpathak·
When Zomato gets overwhelmed, they just tell you a restaurant is "currently unserviceable" When IRCTC gets overwhelmed, the servers have to run complex algorithms to find exactly how many people can hang out of the toilet window of the Sleeper coach
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Matt Wallace
Matt Wallace@MattWallace888·
If anyone can successfully copy the link on this post I will buy you a Tesla
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Pratik Pathak
Pratik Pathak@zpratikpathak·
Difficult question is.. How to explain this to a recruiter
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Pratik Pathak
Pratik Pathak@zpratikpathak·
She has a different method to work, meeting on-site. Cups of tea and social chat-chat with her female neighbors.
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Pratik Pathak
Pratik Pathak@zpratikpathak·
Final part will be "Narender"
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Pratik Pathak
Pratik Pathak@zpratikpathak·
I purchased 𝗬𝗼𝘂𝘁𝘂𝗯𝗲 𝗣𝗿𝗲𝗺𝗶𝘂𝗺 because of only this 𝗿𝗲𝗮𝘀𝗼𝗻 YouTube won’t block him he is the only reason people are shifting to premium subscription of YouTube.
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Pratik Pathak
Pratik Pathak@zpratikpathak·
Gangadhar hi Saktimaan h 😂 Same company. Same sprint velocity metrics. Same 92% goal completion rate. Same zero compliance violations. Interviewer: ‘Wow, this candidate sounds exactly like someone we already have…’
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Pratik Pathak
Pratik Pathak@zpratikpathak·
𝗗𝗲𝗮𝗿 𝗔𝗹𝗹, 𝗜 𝗤𝘂𝗶𝘁 Some call it savage, I say he was done with toxicity and refused to stay even one minute longer. Everyone has this dream to resign like this
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Pratik Pathak
Pratik Pathak@zpratikpathak·
No one has thought about this but you can fix it in one line code if country==Japan: time.sleep(410) Follow me for more job saving tipss
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Pratik Pathak
Pratik Pathak@zpratikpathak·
work won't be done today, THATS ITTTTTT I am building a 𝗳𝗲𝗲𝗱 𝘄𝗼𝗿𝘁𝗵 reading. Let’s clean our feed from "𝗹𝗶𝗻𝗸𝗲𝗱𝗶𝗻 𝘀𝘂𝗰𝗰𝗲𝘀𝘀", lets 𝗰𝗼𝗻𝗻𝗲𝗰𝘁 and grow together.
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Pratik Pathak
Pratik Pathak@zpratikpathak·
Lets add "Make no mistakes" button "Please, generate a proper JSON. I mean JSON, no backticks, JSON, right? I said JSON" Do you want to add anything?
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Pratik Pathak
Pratik Pathak@zpratikpathak·
@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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pulkit mittal
pulkit mittal@pulkit_mittal_·
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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