Headline

Principal Product Manager — AI Platform & Agentic AI | Multi-Agent Orchestration, LLM Governance, RAG, Evaluation & Observability | M.Tech Data Science (BITS Pilani) + Executive MBA

About

Principal Product Manager — AI Platform & Agentic AI • 10+ years owning AI platform strategy and roadmap — from 0→1 builds to 1→N scaling of agentic AI, LLM, and data platforms in enterprise SaaS. • Deep platform breadth: multi-agent orchestration, LLM control planes, RAG pipelines, Model/Agent Evaluation, Governance & Observability, human-in-the-loop workflows, and responsible AI governance. • Proven outcomes: AI Studio adopted across 6 product surfaces company-wide; 2.5M+ queries/month, 150+ enterprise customers, 40% accuracy gain, 25% efficiency lift, $300K competitive win. • M.Tech Data Science (BITS Pilani) + Executive MBA — bridges AI architecture and business strategy; aligns ML/Infra teams and C-suite on platform roadmap and SLAs. Core skills: AI/ML Product: Agentic AI platforms • Multi-agent orchestration • AI as a Service (AIaaS) • LLM-based products • RAG systems • Tool-calling agents • Human-in-the-loop • Model evaluation & benchmarking • Model risk management • Responsible AI & governance Product Management: Platform strategy & roadmap • Use case discovery & validation • PRDs & specs • Outcome metrics (EGO Framework) • GTM • 0→1 builds & 1→N scaling • Agile/Scrum • Enterprise SaaS Technical: SQL • Python • LangChain/LangGraph • CrewAI • REST APIs • Multi-cloud (AWS, Azure, GCP) • Claude Code • Cursor • Figma • Jira Leadership: Cross-functional teams • Executive communication • DS/ML & engineering alignment • Mentoring PMs • Analyst briefings (Forrester/Gartner)

Location

Bengaluru

AI stack

aistudio

antigravity

claude code

claude

cursor

opencode

Work experience

Principal Product Manager at Simpplr, Jan 2025 - Present · 1 yr 8 mos, Banglore, Owned the 0→1 build of an enterprise Agentic AI Platform with LLM Governance, Evaluation, and Observability. • Led 0→1 build of AI Studio — enterprise agentic AI platform (CrewAI orchestration) enabling teams to build, orchestrate, and deploy AI agents across internal teams; shipped built-in evaluation framework. • Built AI Config within AI Studio, a centralized LLM governance layer providing compliance, organization/feature-level controls, multi-provider support (OpenAI, Gemini), BYO keys, and controlled AI rollouts. • Established multi-agent orchestration architecture: tool-calling agents, human-in-the-loop workflows, and cross-agent handoffs; defined AI platform standards across all GenAI feature teams. • Built AI Evaluation & Observability frameworks for agent and LLM quality, reliability, and performance; showcased the platform during the Forrester analyst briefing.

Senior Product Manager - Data Products at Reltio, Dec 2022 - Dec 2024 · 2 yrs 1 mo, Bengaluru, Karnataka, India, Owned the AI product portfolio across Conversational AI, Data Quality, and Entity Resolution. • Led the product strategy and delivery of RIA (Reltio Intelligent Assistant), enabling natural language search, data discovery, and AI-driven insights across the Reltio Context Intelligence Platform — increasing Data Steward productivity by 25% and reducing reporting effort by 30%. • Drove the launch and enterprise adoption of RIA, scaling to 150+ enterprise customers and 2.5M+ monthly queries within the first quarter of GA. • Entity Resolution (FERN): Owned the FERN Entity Resolution AI product, driving a 40% improvement in complex entity matching accuracy through AI-powered entity resolution and model optimization. • Owned the Data Quality (DQ) product strategy and roadmap, launching AI-powered DQ scorecards and automated quality metrics that reduced data issues by 30%, increased user engagement by 55%, and unlocked new monetization through AI-recommended Data Validation Functions (DVFs). • Owned the Customer 360 Insights roadmap, delivering AI-driven transactional insights and automated KPIs within the MDM platform, improving customer decision-making while reducing feature delivery effort by 66% through platform standardization. • Defined the vision and roadmap for the Model Serving Platform, enabling pre-built AI models and Bring Your Own Model (BYOM) capabilities, expanding enterprise AI adoption across 150+ customers. • Conducted competitive analysis and developed battle cards that supported product strategy and helped win a $300K deal.

Product Manager - AI Products at HTC Global Services, Oct 2021 - Dec 2022 · 1 yr 3 mos, Bengaluru, Karnataka, India, Owned the strategy and delivery of AI-powered products across Automotive, Retail, and Enterprise. • TVS iQube EV: Owned the product strategy and launch of the AI-powered software stack and an NPS-driven dealer feedback platform, driving a 25% improvement in NPS within one quarter. • Lulu Hypermarket: Led the product strategy and delivery of AI-powered product recommendations and automated product content, increasing cross-sell and upsell performance by 20%. • DocXtractor: Owned the 0→1 product lifecycle of an AI-powered document intelligence solution, launching NER-based document extraction for two enterprise customers.

Agile Product Manager at Renault Nissan Technology & Business Centre India, Jun 2016 - Sep 2021 · 5 yrs 4 mos, Chengalpet, Led the strategy and delivery of AI-powered solutions for CAD/CAE optimization and engineering inspection. • Owned the strategy and delivery of AI-powered CAD normalization, eliminating the equivalent of 9 FTEs of manual effort annually through workflow automation. • Led the product delivery of AI-powered engineering inspection solutions, including ANSA META Toolbox and image-based crack/corrosion detection, reducing manual inspection effort by 80% and saving 1,700 business hours over two years.

Education

Master of Engineering - MEng, Data Science and Engineering, Birla Institute of Technology and Science, Pilani

Executive MBA, Artificial Intelligence and Project Management, National Institute of Business Management (NIBM) Global

Public links

github: https://github.com/Dhineshbabuv

youtube.com: https://youtube.com/@dhineshbabuv

medium: https://medium.com/@dhineshbabu

codeforces: https://codeforces.com/profile/dhinesh

leetcode: https://leetcode.com/dhineshbabu