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Prasenjeet Sahoo

@prasenjeetsahoo

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Product leader bridging AI/ML to sustainable business value through scalable digital products.

India

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What I'm looking for

I’m looking to lead 0-to-1 and scaled product transformations where AI/ML like RAG and LLM orchestration can directly improve user journeys and business outcomes—especially in fintech or e-commerce—supported by strong metrics, experimentation, and design-led discovery.

I’m a product leader with 7+ years of experience bridging AI/ML and sustainable business value, focused on 0-to-1 product innovation and large-scale digital transformation. I use Discovery Frameworks (JTBD, Design Thinking) to find high-intensity user pain points and architect data-driven solutions that move key KPIs.

At IDFC FIRST Bank, I built a production-grade RAG query engine that transformed 500+ unstructured PDFs into a real-time engine, driving an 83% query deflection rate, 78% First-Contact Resolution, and INR 4.2 Cr annual operational savings. I’ve also shipped browser-based AR virtual try-on with WebGL optimizations (18% conversion lift, 28% return reduction), launched a PNBL engine generating 40 Lakhs in upfront capital float, and automated ETL workflows to eliminate 520 hours of manual work annually—always aiming for measurable impact and scalable execution.

Experience

Work history, roles, and key accomplishments

Senior Product Manager

IDFC First Bank

Apr 2023 - Apr 2025 (2 years)

Architected a production-grade RAG system over 500+ unstructured PDFs, driving 83% query deflection, 78% First-Contact Resolution, and INR 4.2 Cr annual operational savings. Built an event-driven NamasKard dashboard (webhooks + async APIs) that reduced WhatsApp inquiry calls by 12,000/month (INR 34L annually) and improved CSAT by 60%.

RAG Architecture Event Driven Systems Webhooks Funnel Analysis SQL Mixpanel

Product Manager

Melorra

Mar 2019 - Mar 2023 (4 years)

Led the 0-to-1 design of India’s browser-based AR Virtual Try-On, integrating MirrAR SDK and optimizing WebGL rendering to achieve sub-3-second latency on 4G, improving conversion by 18% and reducing returns by 28% (saving INR 43L+ annually). Built a vector-embedding-based recommendation engine and near real-time data pipeline, boosting recommendation CTR by 22% and improving 30-day retention from

AR Virtual Try On WebGL MirrAR SDK Embeddings Collaborative Filtering Near Real Time Pipelines Recommender Systems SQL Data & Analytics

Product Manager

Clip India

Aug 2018 - Feb 2019 (6 months)

Architected a hybrid human-in-the-loop automation system using multimodal AI (image recognition + text-to-speech) to pre-screen content, automating 70% of routine cases and enabling a team of 3 to handle a workload previously requiring 6. Engineered a confidence-gate decision logic with 95% auto-approval thresholds and AI-generated context summaries, achieving zero harmful content misses during th

Multimodal AI Image Recognition Text To Speech Content Moderation Confidence Threshold Routing Analytics

Senior Product Analyst

Flipkart

Oct 2017 - Aug 2018 (10 months)

Orchestrated end-to-end instrumentation and analysis of key clickstream events with engineering teams, generating multi-entry funnel data that attributed millions in brand revenue across sessions and visits to specific channels. Built automated marketplace dashboards (GMV, CAC) to reduce executive reporting latency by 70%, supporting VP-level quarterly planning.

Click Stream Data Funnel Analysis Product Analytics Instrumentation SQL GMV Dashboarding Data Attribution Business Reporting

Business Analyst

Cognizant Technology Solutions

Nov 2014 - Mar 2015 (4 months)

Accelerated digital transformation for Fortune 500 US/European clients by translating complex business requirements into technical specifications for enterprise software deployments.

Enterprise Software Digital Transformation Stakeholder Management Process Improvement Documentation