Logeshwar R
I’m a full-stack product leader with deep expertise in Generative AI—think LLMs, prompt tuning, RAG, and vector DBs—but I don’t stop there. From building scalable APIs and web platforms to launching AI-powered features, I thrive at the intersection of tech, business, and user value.
I’ve shipped high-impact products across insurance, e-commerce, and B2B platforms—driving innovation with a data-first mindset and a bias for action. Whether it’s 0→1 vision work or scaling mature products, I lead with strategy, ship fast, and obsess over
- Role
AI Product Manager
- Years of Experience
7 years
Skillsets
- CRM systems
- B2b & b2c saas platforms
- Sprint Planning
- Roadmaps
- Regulatory alignment
- Product Analytics
- Lifecycle Management
- healthcare standards
- experimentation
- Power BI
- Compliance
- Ai/ml product strategy
- Observability
- A/B testing
- NLP
- Generative AI
- SQL
- Python
Professional Summary
7Years
- Sep, 2024 - Jul, 2025 10 months
Product Manager, AI/ML & D2C
Samsung SDS - Jan, 2024 - Aug, 2024 7 months
Product Manager, AI/ML Transformation
Star Health - Aug, 2021 - Apr, 2022 8 months
AI Product Manager
Episource - Jul, 2017 - Aug, 20214 yr 1 month
Associate Product Manager
Accenture
Work History
7Years
Product Manager, AI/ML & D2C
Samsung SDSSep, 2024 - Jul, 2025 10 months
Led roadmap execution, spearheaded drift and anomaly monitoring for AI-generated visuals across 28 markets, improved design output quality and compliance, deployed A/B testing strategies for CMS model rollouts, and built reliability metrics and production dashboards.
Product Manager, AI/ML Transformation
Star HealthJan, 2024 - Aug, 2024 7 months
Designed and implemented GenAI-powered claims adjudication, deployed LLM+RAG architecture for faster claims decisioning, introduced automated non-payable detection workflows, and championed human-in-the-loop workflows for medical audit readiness.
AI Product Manager
EpisourceAug, 2021 - Apr, 2022 8 months
Built AI-driven health risk assessment automating ICD code suggestions, improved coder feedback triggering retraining loops, and reduced misclassification rates while productionizing ML pipelines.
Associate Product Manager
AccentureJul, 2017 - Aug, 20214 yr 1 month
Managed requirement analysis, backlog grooming for healthcare CRM workflows, conducted product demos, planned releases, and collaborated with engineering for scalable solutions impacting 150K+ users.
Major Projects
3Projects
AI Risk Coding Engine
Automated ICD code mapping via BioClinicalBERT + OCR pipeline with 70% accuracy gain and a 48% manual effort reduction.
GenAI Claims Adjudication
LLM + RAG-based claim decision support for policy clause validation, boosting efficiency by 40% and cutting manual review by 35%.
Generative Marketing Visuals Platform
DALLE + MCP + RAG workflow built for brand-safe marketing creatives, accelerating design cycles by 40% and achieving 100% compliance.
Education
Product Management Advanced Program
IIM Kozhikode (2026)PGPM, Analytics & Finance
SOIL Gurgaon (2023)Product Strategy Bootcamp
POLIMI Milan (2023)B.Tech in ECE
SRM University (2017)PGD in Data Mining
Annamalai University (2021)