Scaler
Launched on-campus schools, MENA enterprise training and AI programs. Co-launched a Google for Startups program reaching 100K+ registrations.
Selected work
- Part of the founding team of Scaler School of Business and the 0→1 launch of Scaler's on-campus schools — a cohort of 1,500+ students with a hybrid industry–academia model.
- Set up Scaler Enterprise, the corporate-training arm, in the Middle East and North Africa.
- Launched an Advanced AI/ML program with IIT Roorkee, built around live sessions with faculty; it grew to about 10% of flagship revenue.
- Co-launched the Build-with-AI Startup School with Google for Startups (100K+ registrations).
- Worked with product and engineering on an AI interview system for first-round admissions, and set up a revenue-intelligence unit for the sales team.
- Scaler "Needle Mover" award (top 10% of 800+); two fast-track promotions in 20 months.
Evaratus (formerly Scaler AI Labs)
I was part of the founding team of the AI-data business that started inside Scaler as Scaler AI Labs and became Evaratus. We built the things frontier models learn and get tested on — RL environments, evals, and multimodal training data — and I spent most of my time on what customers needed and on making the data good enough to be worth paying for.
Selected work
- Researched what frontier labs actually needed from data, scoped pilots, and turned proofs of concept around in five days; 8 pilots, 3 converted to paid.
- Built a multimodal training-data pipeline — computer use, audio, image and reasoning — that delivered 150K+ tasks and 70K+ data-hours.
- Designed a multi-tier QA system (calibration, reviewer audits, agreement scoring) that lifted acceptance rates from 60% to 85%.
