Anshul Sahai
@anshulsahai
Product-focused data scientist driving ML and LLM solutions for operations efficiency.
What I'm looking for
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
AI/ML Product Manager
Licious
Jul 2025 - Present (11 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.
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%.
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.
Investment Analyst Intern
Titan Capital
Jun 2022 - Apr 2023 (10 months)
Evaluated 250+ B2C startups via deal sourcing, competitive analysis, and financial modeling; produced 30+ competitive landscape studies and authored investment theses for emerging tech markets.
Education
Degrees, certifications, and relevant coursework
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.
Availability
Location
Authorized to work in
Job categories
Skills
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