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Bipasha Sikarwar

@bipashasikarwar

AI Product Manager specializing in GenAI and LLM products, turning RAG and prompt strategies into measurable growth.

India
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What I'm looking for

I’m looking to build and scale GenAI/LLM products end-to-end—owning PRDs, RAG and prompt workflows, and driving measurable adoption and retention through Agile delivery and A/B testing with cross-functional teams.

I’m a results-driven AI Product Manager with 3+ years of experience delivering AI-powered products across ERP/SAP transformation, ed-tech platforms, and enterprise CRE solutions. I translate complex user and business needs into high-impact product roadmaps using Agile execution and rigorous prioritization.

I specialize in GenAI and LLM product strategy—especially RAG-based product design, prompt engineering, model evaluation, and AI feature definition. I focus on turning AI capabilities into adoption and retention outcomes, with data-driven OKRs and continuous experimentation.

In my recent role at EY, I defined product requirements and user stories for SAP/ERP AI-enhancement initiatives, reducing requirement gaps by ~25% and accelerating deployment cycles. I also owned the product lifecycle from backlog prioritization through UAT and release coordination, improving process efficiency by ~20%, and built executive KPI dashboards that improved reporting accuracy by ~30%.

Previously at CBRE and TrainSmart Academy, I drove end-to-end requirement lifecycles and optimized learning and PropTech experiences—cutting issue resolution time by ~25–30%, improving user adoption by 15–25%, and supporting A/B testing and feedback loops to lift engagement and completion. I thrive at bridging engineering, data science, design, and stakeholders to ship measurable improvements.

Experience

Work history, roles, and key accomplishments

EE

Product Analyst

Ernst & Young (EY)

Jul 2024 - Mar 2025 (8 months)

Defined product requirements and user stories for SAP/ERP AI-enhancement initiatives, reducing requirement gaps by ~25% and accelerating deployment cycles. Owned Agile lifecycle from backlog prioritization through UAT/release coordination and improved process efficiency by ~20%.

TA

Business Analyst (Contract)

TrainSmart Academy

Sep 2023 - May 2024 (8 months)

Converted learner and instructor needs into BRDs, user stories, and feature specs, increasing engagement by ~15% and course completion rates by 10–12%. Supported data analysis and A/B testing to improve course discovery and recommendation flows, boosting retention and click-through rates.

CG

Business Analyst

CBRE Group

Feb 2022 - Jan 2023 (11 months)

Translated business needs into functional product requirements for PropTech platforms, improving system efficiency by 20–25% and increasing user adoption by 15–20%. Managed end-to-end requirement documentation and testing, cutting issue resolution time by ~25–30%.

Education

Degrees, certifications, and relevant coursework

Jiwaji University logoJU

Jiwaji University

Bachelor of Commerce (B.Com), Commerce

Earned a B.Com from Jiwaji University (2021).

Airtribe logoAI

Airtribe

Certified AI Product Manager, AI Product Management

Certified AI Product Manager by Airtribe.

TA

TrainSmart Academy

Certified Agile Business Analyst (IIBA), Business Analysis

Completed training/certification as a Certified Agile Business Analyst (IIBA) at TrainSmart Academy.

TA

TrainSmart Academy

PSM/PSPO (Trained), Agile/Scrum

Completed PSM | PSPO training at TrainSmart Academy.

IA

IIBA / TrainSmart Academy

CBAP (Trained), Business Analysis

Completed CBAP training (IIBA / TrainSmart Academy).

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