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Aditya here. I’m a Data Scientist who likes building things on the side.
After I left Grab and started applying to different roles, I noticed I was doing the exact same thing for every single application: open a ChatGPT window, paste in my resume, tweak a bullet point or two to match that posting, copy the result back out, repeat. Multiply that by dozens of applications and it’s hours of repetitive manual work for something that should just happen automatically.
Two things felt broken about job searching once I looked closer: resumes get sent out generic and filtered by ATS systems matching against the actual JD, or “optimized” by AI that happily invents achievements and metrics you never had. That falls apart the moment someone asks about it in an interview.
So VettaCV is built around three rules we don’t break:
Tailor, don’t template. Paste a job description and it rewrites the fields that actually matter for that role, without ever inventing a number or achievement that isn’t already in your resume. Practice before it’s real. AI mock interviews so the first hard question you face isn’t in front of the actual hiring manager. You’re not doing this alone. Building a community forum.
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About VettaCV on Product Hunt
“Your AI co-pilot for the whole job search”
VettaCV was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #160 on the daily leaderboard. AI resume tailoring, cover letter generation, AI mocks, Community forum and mock interview practice with real employees from target companies.
VettaCV was featured in Hiring (15.5k followers), Artificial Intelligence (481.6k followers) and Career (2.3k followers) on Product Hunt. Together, these topics include over 148.7k products, making this a competitive space to launch in.
Who hunted VettaCV?
VettaCV was hunted by Aditya. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how VettaCV stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Aditya
Hey Product Hunt,
Aditya here. I’m a Data Scientist who likes building things on the side.
After I left Grab and started applying to different roles, I noticed I was doing the exact same thing for every single application: open a ChatGPT window, paste in my resume, tweak a bullet point or two to match that posting, copy the result back out, repeat. Multiply that by dozens of applications and it’s hours of repetitive manual work for something that should just happen automatically.
Two things felt broken about job searching once I looked closer: resumes get sent out generic and filtered by ATS systems matching against the actual JD, or “optimized” by AI that happily invents achievements and metrics you never had. That falls apart the moment someone asks about it in an interview.
So VettaCV is built around three rules we don’t break:
Tailor, don’t template. Paste a job description and it rewrites the fields that actually matter for that role, without ever inventing a number or achievement that isn’t already in your resume.
Practice before it’s real. AI mock interviews so the first hard question you face isn’t in front of the actual hiring manager.
You’re not doing this alone. Building a community forum.
Engineering Notes and How is it doing so far here --> https://aditnole.github.io/projects/vettacv-story.html
P.S. This started as a side project. Now I’m exploring LLM cost optimization next, so happy to chat if you’ve hit pain points there.