Writing

Not a 'my setup' post. These are the tools that are load-bearing in a backend that reverse-engineers 25+ ATS platforms — traffic capture and replay, parallel coding agents, queues, and the observability that makes 2am fixes boring.

Twenty-five recruiting platforms, almost none of them with a usable API. Here's the actual method: capture one real submission, find the state, rebuild the sequence, and make sure one platform breaking never takes the others down.

Three companies in four years — a studio I founded, a platform I ran as CTO through an acquisition, and a YC company where I'm a founding engineer. The reason isn't the upside. It's the feedback loop.

The unglamorous version of the timeline: a first website in mid-2020, a studio in 2022, a hackathon win, a CTO role and an acquisition, and now a YC company. What actually moved the needle at each step, and what didn't.

Exploring the journey of building an advanced AI music generation system focused on rap music creation, leveraging Azure's sponsored A100 GPUs and cutting-edge ACE model architecture for audio synthesis.

A comprehensive look at building Percify, a cutting-edge AI-powered SaaS platform for creating photorealistic talking avatars with perfect lip-sync, voice cloning, and multi-language support.

A comprehensive case study on building Percify.io - how we created the most photorealistic AI avatar platform trusted by 12,500+ creators, achieving 99.9% lip-sync accuracy and scaling to generate infinite-length videos in 40+ languages.

An in-depth case study on building SEOScale.io - how we created an AI-driven SEO automation platform that helps 2,500+ agencies and enterprises scale their organic traffic by 300%+, manage 50,000+ keywords, and automate 80% of technical SEO tasks.

A comprehensive case study on building Skillment.in - how we created India's leading AI-powered proctoring and assessment platform, serving 800+ educational institutions and enterprises, proctoring 5M+ exams annually with 99.7% cheating detection accuracy.