VP of Product who still builds. Bridging enterprise scale with deep system architecture.
“I help companies build, govern, and monetize pragmatic AI products.”
Leading high-concurrency consumer platforms across global streaming media:
Driving rapid platform execution using governed AI tools and modern cloud architecture:
Driving enterprise account stability and channel expansion through hands-on leadership:
An R&D studio built to design, engineer, and ship real AI products—testing new frameworks, cost models, and developer workflows in production.
Compressing multi-month engineering timelines without incurring technical debt or unmonitored agent risks.
Governed agentic orchestration (Cursor, Claude, Gemini) with strict PRD specs, least-privilege IAM roles, and manual approval gates.
1 CPTO = 5-Dev Agency Output
Solo AI-native build spanning mobile, coach portal, serverless motion pipeline, and COPPA-aligned data architecture, cutting fixed cloud burn 98% while protecting unit economics for academy GTM.
Near-real-time ML recommendations, content-to-commerce flywheels, and a company-wide experimentation stack that cut analytics spend from $770K to $425K/year.
High-concurrency live streaming (NFL Thursday Night Football), cross-platform identity graphs, and targeting precision under cookie deprecation.
“I really appreciated his commitment to raising the bar for our product organization. He drove the introduction of our experimentation platform and regularly hosted master classes that helped the broader team deepen their product thinking. Niket played an important role in helping me grow more confident in public speaking—his guidance made a meaningful difference. Any team would benefit from his passion for continuous improvement and his willingness to share knowledge.”
Essays on high-velocity experimentation, decision science, and building reliable product systems.
Why standard A/B testing fails when teams ignore structural biases, and how to build a culture of true statistical decision-making.
Read Essay on SubstackDesigning technical and statistical frameworks that deliver reliable data signals at high velocity.
Read Essay on Substack