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Products that do what I Built an AI job search assistant that works does
Hey HN, I'm Serdar, and after getting laid off, I found myself drowning in job applications. LinkedIn, Dice, Otta and company websites were exhausting and demoralizing. That's why my friend and I created Wobo (wobo.ai) – an AI recruiter that automates the entire process. But Wobo goes beyond just matching keywords on your resume. We use LLMs and a series of specialized questions to create a detailed "persona" of you, capturing not just your skills and experience, but also your personality and how you approach different situations. Here's how Wobo works: Gets to know you: We analyze your…
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I've been deeply involved in working with AI agents and large language models (LLMs) for a while now. During a recent job search, I found myself repeatedly explaining my skills and experiences to various assistants. Around the same time, I was creating content for my website to help hiring teams understand my capabilities better and make informed decisions. MCP had started to gain momentum and I saw a way to reduce my toil. So I built an MCP server that can effectively communicate my qualifications as a job candidate. This server acts as an AI-powered resume, providing an understanding of my…
2025 · ai.jakegaylor.com
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Hey HN! I'm excited to show off this side project I've been working on. This project matches your resume with the best matching jobs from the monthly HN Who's Hiring post. It works by creating a vector embedding of your resume using OpenAI's embedding API, and then ranking the jobs using a vector similarity score. (You can toggle between max inner product, cosine, and euclidean in the "Advanced Options") I was laid off in August and it took a whole 6 months for me to find my new job. Fortunately, I found my new role on January's HN Who's Hiring post. So I hope this will prove useful to any…
2023 · hnresumetojobs.com
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Find your next hire or your next role from Hacker News monthly threads. AI-powered matching between candidates and job postings.
5d ago · hnmatchmaker.com
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Hi HN, We’re definitely not the first to realise there’s something seriously wrong with how hiring and job-seeking works today. Zero-cost communication and LLMs have created so much noise that good candidates can’t get heard, and it becomes all too tempting to game the system with keywords and prompt-hacking. In fact we discovered that 70% of early stage AI startups don't post their jobs on LinkedIn. Instead, many founders hire exclusively within their network, which works at the start but doesn’t scale. We thought a lot about this problem, and pivoted through a few ideas including an AI…
Oct 2025 · teeming.ai
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2024 · bernawil.github.io
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This is a personal experiment that uses LLMs to rank unstructured job posting data based on user-defined criteria. Traditional job search platforms rely on rigid filtering systems, but many users lack such concrete criteria. One of the superpowers of LLMs is understanding unstructured data, like the job postings in the monthly "Ask HN: who's hiring" threads. So I built a little tool that lets you define your preferences in a more natural way and then rates each job postings based on the relevance. You can define what you're looking for in simple terms and get a custom list ranked by…
2023 · github.com
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Hi HN, Happy to show Hirecade — an AI Recruiter we’ve built to save founders and hiring teams hours per hire by automating the top of the recruiting funnel. With Hirecade, you can: i) Source candidates ii) Send personalized outreach at scale iii) Run structured voice and video interviews using AI You receive transcripts, summaries, and ranked recommendations, so you only speak with high-quality candidates ready to move forward. We’ve already conducted over 200,000 interviews. Would love your thoughts, feedback, and feature ideas! → https://www.hirecade.com/ Thanks!
2025 · hirecade.com
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Job market right now is brutal - have been applying to hundreds of jobs on various job boards after being laid off, but barely hear back. Feels like the current system is broken. Decided to channel this frustration & build an early MVP of a job matching platform that uses an AI agent to match candidates with the most relevant opportunities. How it works (also demo on YouTube https://youtu.be/qjnsgfctAQA?si=jTl2NNgMvLJcTFKR): - Agent synthesizes data from candidate resume and future job preferences, searches our database of jobs that are most relevant based on the description,…
2025 · workweave.replit.app
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