Headline

AI Product Manager | Gen AI in Regulated Industries (BFSI, Healthcare) | 8+ Yrs Consulting (Deloitte, KPMG, Accenture) | MBA

About

I build AI products for environments where "move fast and break things" isn't an option — Pharma, Healthcare, regulated BFSI enterprise. Right now I'm Solution Owner for a Fortune-100 pharmaceutical company's agentic AI field-force assistant, owning the product backlog, release scope and go-live criteria for a 30-person onshore/offshore squad. Most of the hard problems aren't model problems. They're MLR review workflows, audit-trail evidence, red-teaming a system that talks to regulated audiences, and CRM integration that has to be right the first time. I also build. My own pipeline ingests meeting transcripts, requirement docs and chat logs, then writes groomed, acceptance-criteria-complete user stories straight into Jira behind a 19-rule validation gate. I've deployed multi-agent applications on Google Vertex AI with evaluation harnesses for agent quality. I don't just manage AI projects — I automate the managing. Eight plus years of that across PwC, KPMG, Deloitte and Accenture: 6+ GenAI products from discovery to production, 200+ active enterprise users onboarded within 90 days of a launch, and one regulated-content system that cut time-to-market 65% at 100% FDA audit-trail compliance. MBA in Business Analytics (2026), Microsoft Certified Azure AI Engineer. Interested in AI product roles where the domain is hard and the compliance bar is real. Reach me at avishek@live.in

Location

Bengaluru

AI stack

antigravity

claude code

claude

codex

gemini

Microsoft Copilot

Work experience

AI Product Manager/ Senior Consultant- Generative AI at PwC Acceleration Centers, Jul 2024 - Present · 2 yrs 4 mos, Bengaluru, Led end-to-end delivery of 4 concurrent GenAI product launches for enterprise clients across healthcare, finance, and SAP domains — every engagement delivered on time and under budget. Shipped a Regulated Content Orchestrator (MLR-compliant AI pipeline) that cut time-to-market by 65% for 3 major US healthcare companies. Shipped 4 GPT-powered productivity tools adopted by 200+ active users within 90 days: FSD/TSD Generator (80% faster docs), Salesforce APEX Code Generator (95% faster dev cycles), SAP ABAP Code Generator (90% efficiency gain), and RTM Generator (1,000+ hours saved per project). Maintained a 95% client satisfaction rate across all accounts.

Project Manager / Consultant – Generative AI at KPMG India, Aug 2022 - Jul 2024 · 2 yrs, Bangalore Urban, Architected and deployed intelligent process automation bots across document handling, image processing, and customer care — saving 3,000+ resource hours annually. Built and productionised AI-powered customer care chatbots using Azure Cognitive Services, cutting Tier-1 support handle time by 40%. Introduced OKR-driven sprint goals and RACI frameworks across 3 concurrent product programs (20+ member teams) with zero scope-creep incidents. Mentored and upskilled developer teams of 6–10 in Agile delivery and clean-code practices.

Consultant – Data and Analytics at Deloitte, Sep 2021 - Aug 2022 · 1 yr, Pune Division, Led a team of 5 data engineers to refactor an end-to-end ETL architecture for a major US healthcare client, doubling pipeline accuracy and saving 1,000+ engineering hours annually through fully automated Azure ADF orchestration. Delivered enterprise data warehouse integrations across 3 business units, slashing reporting latency from 48 hours to under 4 hours with full CI/CD governance. Drove a 2x improvement in data quality, enabling leadership to make faster data-backed decisions — recognised as a top-performing delivery team within Deloitte's Analytics and Cognitive practice.

Application Development Analyst at Accenture, Jun 2020 - Sep 2021 · 1 yr 4 mos, Hyderabad, Re-platformed a mission-critical healthcare legacy application to a microservices architecture (ASP.NET Web API, C#, React JS, Azure), eliminating a recurring 15% monthly incident backlog. Migrated delivery to Azure DevOps CI/CD, cutting deployment lead time from days to hours. Built automated regression test suites with 80%+ functional coverage, significantly reducing post-release defect rates.

Associate Software Engineer at Accenture, Apr 2018 - May 2020 · 2 yrs 2 mos, Hyderabad, Telangana, India, Built the first-ever CI/CD pipeline for a healthcare client using Jenkins, IBM UCD, and IBM RTC — cutting manual deployment effort by 60%. Improved code quality scores by 25% through SonarQube integration. Developed SSRS/SSIS reporting dashboards converting raw healthcare data into leadership-ready operational insights.

Education

Bachelor's degree, Electrical and Electronics Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar

Master of Business Administration, Business Analytics, Manipal Academy of Higher Education

Public links

github: https://github.com/Avi0008

avishek.online: https://avishek.online/