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Anshul SahaiAS
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Anshul Sahai

@anshulsahai

Product-focused data scientist driving ML and LLM solutions for operations efficiency.

India
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What I'm looking for

I seek product or ML roles where I can build LLM/ML-driven features, reduce operational friction, and deliver measurable business impact in collaborative, growth-oriented teams.

I am a product-focused data scientist and analyst with hands-on experience building ML and LLM-driven solutions that reduce operational effort and improve delivery performance. I have led development of production features from PRDs and technical architecture through deployment, focusing on measurable business impact.

My work includes designing a patent-pending Auto-Batching algorithm that automated trip generation and driver allocation across multiple cities, improving reliability to near-zero manual errors, and optimizing last-mile routing with clustering and OR-Tools to raise order compliance. I have also launched cost-saving product MVPs that replaced hardware dependencies and secured enterprise clients.

I blend analytics, ML, and product practice — from SQL/Python analytics and geospatial modeling to RAG and prompt engineering — to enable teams to self-serve insights, scale workflows, and deliver GTM-ready features that drive measurable time and cost savings.

Experience

Work history, roles, and key accomplishments

LI
Current

AI/ML Product Manager

Licious

Jul 2025 - Present (7 months)

Led development of an LLM + RAG SQL query builder that reduced analyst effort by 8+ hours/week and built an LLM-powered WhatsApp vendor-bidding bot that cut sourcing manual effort by 80% across 20+ suppliers.

LI

Data Scientist & Product Analyst

Licious

Jul 2024 - Jun 2025 (11 months)

Designed and deployed a patent-pending auto-batching algorithm automating trip generation and driver allocation across 6+ cities, eliminating manual ops and reducing errors to zero; optimized last-mile routing to increase order compliance by 12%.

IT

Product Analyst

Intugine Technologies

Jun 2023 - Jul 2024 (1 year 1 month)

Improved on-time delivery by 12% for quick-commerce, retail, and 3PL clients via SQL/Python analytics; launched a cost-saving driver app MVP and a contract management MVP, securing 4 enterprise clients.

Education

Degrees, certifications, and relevant coursework

IIT (BHU) Varanasi logoIV

IIT (BHU) Varanasi

Bachelor of Technology, Chemical Engineering

2019 - 2023

Grade: 8.2/10

Completed a B.Tech in Chemical Engineering with a CGPA of 8.2/10 from IIT (BHU) Varanasi between 2019 and 2023.

Tech stack

Software and tools used professionally

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Anshul Sahai - AI/ML Product Manager - Licious | Himalayas