Since a few of you asked about the AI generation quality in the comments, I wanted to share a quick behind-the-scenes look at how the models behind VitoCV actually work.
When I started building this, I realized standard LLMs are often too generic or 'fluffy' for resumes. To fix this, I focused heavily on prompt engineering and fine-tuning the AI specifically against real-world ATS constraints and FAANG resume guidelines.
Specifically, the AI is trained to:
Prioritize Action Verbs: It automatically restructures sentences to start with strong, impactful action verbs.
Quantify Results: It actively looks for metrics in your input (or prompts you for them) to format points in the classic 'Accomplished [X] as measured by [Y], by doing [Z]' format.
ATS Keyword Mapping: It cross-references your bullet points with standard industry keywords so the ATS parsers don't filter you out.
Honestly the ATS score thing is super useful, I always wondered if my resume was getting auto-filtered. The bullet points feel a bit generic but you can tweak them, which is fine.
@fatihgirie64523 Thank you, Fatih! Glad to hear the ATS check is bringing value. You're totally right about the bullet points – our goal with the AI is to give you a strong, professional foundation that beats the blank-page syndrome, which you can then personalize to add your unique touch. Let me know if you have any ideas on how we can improve it further!
The ATS score check right alongside the bullet point suggestions is a smart touch, makes it feel like they actually thought about what job hunters need most in the moment.
@demet72126 Thanks a lot, Demet! That’s exactly what we were aiming for. Job hunting is stressful enough, so having both the ATS score and the AI suggestions in one place was designed to save you time and give you peace of mind. Appreciate the support!
Honestly, I was surprised how quickly it rewrote my bullet points into something that actually sounds professional. The ATS score check gave me a clear reason to tweak a few things I'd overlooked.
@nazargkbaleawm Thank you, Nazar! It's awesome to hear that the quick rewrite helped you out. The ATS score is definitely an eye-opener for many. Wishing you the best of luck with your job hunt, and feel free to reach out if you have any feature requests!