Bipasha Sikarwar
@bipashasikarwar
AI Product Manager specializing in GenAI and LLM products, turning RAG and prompt strategies into measurable growth.
What I'm looking for
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
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%.
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.
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
Bachelor of Commerce (B.Com), Commerce
Earned a B.Com from Jiwaji University (2021).
Airtribe
Certified AI Product Manager, AI Product Management
Certified AI Product Manager by Airtribe.
TrainSmart Academy
Certified Agile Business Analyst (IIBA), Business Analysis
Completed training/certification as a Certified Agile Business Analyst (IIBA) at TrainSmart Academy.
TrainSmart Academy
PSM/PSPO (Trained), Agile/Scrum
Completed PSM | PSPO training at TrainSmart Academy.
IIBA / TrainSmart Academy
CBAP (Trained), Business Analysis
Completed CBAP training (IIBA / TrainSmart Academy).
Availability
Location
Authorized to work in
Job categories
Skills
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