Headline

AI Product Manager | Enterprise AI Solutions | Generative AI | Azure AI | RAG | AI Agents | Product Strategy | Banking & Financial Services

About

8+ years. Four industries. One through-line: shipping AI products that actually work. I'm a AI Product Manager currently building agentic systems at JPMorgan Chase — designing products where AI plans, reasons, retrieves, and acts. My work sits at the intersection of LLMs, multi-agent orchestration, and enterprise-scale deployment, where the hardest problems aren't technical — they're about making the right tradeoffs before the engineering sprint starts. Hands-on technical background in Python, AWS, and LLM tooling gives me the fluency to go deep with engineering teams — without losing sight of the product outcome. My edge is fluency in both directions. I speak clearly to engineers about evaluation pipelines, RAG architecture, and prompt engineering. I speak clearly to stakeholders about risk, value, and what "done" looks like. That's rare, and it's what I've spent a decade building. What I've done: - Led 0-to-1 agentic AI product development at JPMC, working across model selection, tool integration, and production deployment - Transitioned from data and research roles (FactSet, Advance Auto Parts, MediaMint) with a strong foundation in analytics, pricing strategy, and product research - Built hands-on with n8n, LLM agent frameworks, and agentic workflow design — certified in Agentic AI product design and Agile product ownership - What I bring: Structured thinking under ambiguity. Technical depth without losing the user. The patience to listen longer than most, and the instinct to cut to what matters.

Location

Hyderabad

AI stack

lovable

ChatGPT

Figma Make

Work experience

Product Manager at JPMorgan Chase & Co., Jan 2024 - Present · 2 yrs 10 mos, Hyderabad, Telangana, India, Led end-to-end product development of an agentic AI system, defining the agent architecture, tool integration strategy, and human-in-the-loop guardrails for enterprise deployment Owned the product roadmap for LLM-powered workflows, prioritising across model evaluation, retrieval-augmented generation (RAG) design, and cross-functional delivery - Partnered with engineering, data science, and compliance teams to ship agentic features from 0-to-1, translating ambiguous problem spaces into scoped, executable sprints - Established evaluation frameworks to assess agent reliability, output quality, and risk thresholds — enabling faster and more confident production release decisions - Drove stakeholder alignment across business and technology on AI product strategy, presenting roadmap decisions and trade-offs to senior leadership

Product Specialist at FactSet, May 2021 - Jan 2024 · 2 yrs 9 mos, Hyderabad, Telangana, India, Drove product research and feature definition for financial data products, translating client workflows and pain points into structured roadmap inputs for engineering teams - Conducted competitive analysis and market research to inform product positioning, feature prioritisation, and go-to-market decisions across FactSet's data and analytics suite - Collaborated with cross-functional teams across product, engineering, and client success to validate product hypotheses and iterate on feature design pre-launch - Bridged quantitative research and product strategy — synthesising large datasets into insights that directly shaped development priorities

Pricing Analyst at Advance Auto Parts, Jul 2020 - Apr 2021 · 10 mos, Hyderabad, Telangana, India, - Developed pricing models and competitive analysis frameworks to support dynamic pricing decisions across retail SKUs, leveraging Python for data processing and automation - Built and maintained data pipelines on AWS to support pricing analytics at scale, gaining hands-on infrastructure fluency that now informs how I partner with engineering teams - Translated pricing signals and market data into actionable recommendations for merchandising and commercial stakeholders

Business Data Analyst at MediaMint, Jul 2019 - Jul 2020 · 1 yr 1 mo, Greater Hyderabad Area, - Built and maintained reporting infrastructure for digital advertising operations, delivering actionable performance insights to client-facing and internal teams - Analysed campaign data across platforms to surface trends, anomalies, and optimisation opportunities — directly informing operational decisions - Developed dashboards and data models that reduced manual reporting effort and improved data accessibility across business units

Reporting Analyst at Merilytics, Dec 2017 - Jun 2019 · 1 yr 7 mos, Hyderabad Area, India, - Developed business intelligence reports and automated data pipelines supporting client engagements across retail and e-commerce verticals - Built analytical foundations in SQL and Power BI, translating raw data into structured reporting used by client stakeholders for strategic decisions

Education

Bachelor of Technology, Computer Science, Gandhi Engineering College (GEC), Bhubaneswar