sudatt dave

sudatt dave

AI Product Manager

pune, India

#OpenToWork

About

Product leader with 15+ years in technology and 7+ years in product management, currently building AI-powered education products used by teachers & students in real classrooms. Hands-on with the full LLM product lifecycle — model selection, prompt design, cost optimization, content safety, and rubric-based evaluation against human gold standards. I’m keen to explore AI and machine learning projects going forward and am actively building my knowledge in the areas needed to contribute effectively as a Product Manager.

What I'm looking for

I’m keen to explore AI Product manager and machine learning projects going forward and am actively building my knowledge in the areas needed to contribute effectively as a Product Manager.

Experience

PLAYPOWER

AI product manager

PLAYPOWER

Jun 2024 – Present

Learning-science-driven edtech company; partnered with Savvas Learning Company on AI tools for K-12 teachers. Led the development of 40+ K–8 learning games, with a strong focus on pedagogy and learning outcomes. Hands-on in building POCs for 10+ games using Claude Code and Codex. (The games are live on customer’s platform) Link - https://www.playpowergames.com/en#games Led development of a suite of AI tools for teachers : Lesson Planner, Worksheet Generator, and Differentiation Assistant : for Savvas, from concept through classroom release. - Owned LLM strategy end to end: selected models by benchmarking output quality against latency and cost per generation, and defined content-safety rules appropriate for K-12 classroom use. - Worked directly with educators to fine-tune prompts : iterating on pedagogy, tone, and curriculum alignment until outputs met classroom expectations. - Built a recurring evaluation loop: scored each tool's outputs against rubrics, benchmarking LLM results against human-authored “perfect model” content to catch quality drift and guide prompt and model changes. Led development of 33 STEAMQuests (Learning to apply mathematical concepts to solve real life problems) spanning across 33+ mathematics topics : owning design and standards alignment, and building playable interactives with Claude and Gemini, at times generating them end to end with agentic tools (Claude Code, Codex). Link - https://quests.playpower.ai/launcher/

product strategystakeholder managementUSER REASEARCHAGILECROSS FUNCTIONAL LEADERSH

Education

Nirma Institute of Technology

Nirma Institute of Technology

B.Tech · Instrumentation & control

2004 – 2008

Skills

Product StrategyCross-functional LeadershAPIs & REST APIsAgile / ScrumA/B TestingGo-to-Market StrategyMVP DevelopmentPRDs & Product RequiremenUser ResearchLarge Language Models (LLML fundamentalsAI governanceRESPONSIBLE AIRAGproduct deliverystakeholder managementproduct managerproduct ownerprompt engineering