Hello! I'm Macha 👋
Building AI systems in the open.
I build production-grade agents, developer tools, and open-source infrastructure that ships — not demos.
I can help you with.
AI Agents & Systems
Production-grade AI agents and MCP servers that let LLMs drive real platforms — tested, typed, shipped.
Developer Tools & Open Source
VS Code extensions and dev tools built in the open — MIT-licensed, privacy-first, actually used.
Full-Stack Product & ML
Computer-vision pipelines to shipped web apps — 50+ projects across EdTech, medical imaging, and enterprise.
Experience.
- 2024 — Present
Founder & CEO · ROLLNO31
Building India's AI-powered education layer for K–PhD students, surfacing opportunities where they already are.
AI EdTechWhatsApp★ YC S26 - 2024 — Present
Founder & CEO · Blink Through
A preparation platform for students — technical interviews, coding rounds and live mock practice.
Interview prepCoding rounds - 2023 — Present
Full-Stack Product Builder · Client projects
Shipped 50+ projects, from enterprise tooling to portfolios, for real businesses.
Full stackDelivery - Jul — Aug 2024
AWS & Cloud Intern · Internship Studio
Serverless applications with Lambda and DynamoDB, plus cloud-security fundamentals.
LambdaDynamoDB - May — Jun 2024
Cybersecurity Intern · APSSDC & Edunet
Penetration testing and security systems on Kali Linux.
Kali LinuxPentesting - May — Jun 2024
AI/ML Intern · APSSDC & Edunet
IBM SkillsBuild ML models and optimization.
IBMML
Education.
- Nov 2025
AI Diploma
SUNY · NEF Washington DC & 360DigiTMG
73% - 2022 — 2026
B.Tech, AI & ML
Aditya College of Engineering & Technology
7.7 - 2021
Class XII
Sri Chaitanya Junior College
88% - 2019
Class X
Sri Chaitanya School
9.8