I hate to apply jobs as we are all in the same boat especially dreaded workday forms as it takes half an hour for every job so I built an AI job agent to apply for me
appreciate the feedback and feel free to use and let me know if any one is able to make progress
Job searching was eating hours a day, mostly on copy-pasting the same info
into slightly different forms. Recruiters used to find me on LinkedIn, but
that dried up — so I bit the bullet and built an agent that:
- finds open roles across job boards
- rewrites my resume for each job and generates a fresh PDF
- fills out the actual application (Ashby, Greenhouse — dropdowns, comboboxes,
the "why do you want to work here" boxes)
- **stops before submitting** so I review every application — it's an
assistant, not a spam cannon
Result: interviews at Cohere, Scale AI, and others I'm confident would never
have called me back otherwise.
Built with Python + Playwright + an LLM doing the form-field mapping. The
hardest part by far was handling how differently every ATS renders its forms.
Code: https://github.com/torontodeveloper/job-application-agent
Full demo of it applying to real jobs:
https://www.youtube.com/watch?v=SM7EIgbBiiY
AMA about the build — curious whether people here would trust it to submit
autonomously (I don't, yet).
Job searching was eating hours a day, mostly on copy-pasting the same info
into slightly different forms. So I built an agent that:
- finds open roles across job boards
- rewrites my resume for each job and generates a fresh PDF
- fills out the actual application (Ashby, Greenhouse — dropdowns, comboboxes, the "why do you want to work here" boxes)
- stops before submitting so I review every application — it's an assistant,
not a spam cannon
Built with Python + Playwright + an LLM doing the form-field mapping. The
hardest part by far was handling how differently every ATS renders its forms.
AMA about the build — curious whether people here would trust it to submit
autonomously (I don't, yet).
Title: [Paid Gig] Stress-Test a Real-Time AI Interviewer ($25 Guaranteed + $100 Top Prize)
Hey everyone,
I am current GenAI/LLM researcher at Carnegie Mellon with 20 years of software development experience, I’ve built a real-time AI Technical Interviewer using Pipecat, Deepgram, and Cartesia.
I am launching a benchmarking case study for a YouTube video and need senior engineers to do AI interview on camera.
You can check my work here https://www.youtube.com/watch?v=onaoq6TCYQA&t=124s
👉 **Apply Here: send ur CV to kkakolla@andrew.cmu.edu
Title: [Paid Gig] Stress-Test a Real-Time AI Interviewer ($25 Guaranteed + $100 Top Prize)
Hey everyone,
I am current GenAI/LLM researcher at Carnegie Mellon with 20 years of software development experience, I’ve built a real-time AI Technical Interviewer using Pipecat, Deepgram, and Cartesia.
I am launching a benchmarking case study for a YouTube video and need senior engineers to do AI interview on camera.
You can check my work here https://www.youtube.com/watch?v=onaoq6TCYQA&t=124s
👉 **Apply Here: send ur CV to kkakolla@andrew.cmu.edu