Mansi Malpani
@mansimalpani
I build analytics products that improve retail performance and decision-making.
United StatesWhat I'm looking for
I've built analytics products at Bain & Company for major retailers and QSR clients, turning transaction, supplier, pricing, and customer data into measurable business outcomes. My work has surfaced more than $5M in COGS savings, $30M in potential cost savings, and a 2% margin uplift.
I use Python, SQL, Snowflake, Tableau, Power BI, and experimentation methods to automate reporting, build pricing models, evaluate supplier performance, and measure promotional impact. I’ve also used LLMs to analyze supplier contracts and reduce review effort by 67%.
At the Carlson Analytics Lab, I developed a churn-risk pipeline for 500K+ members, flagging $80M in at-risk annual membership revenue. I’m continuing my MS in Business Analytics at the University of Minnesota while building practical, stakeholder-ready analytics solutions.
Experience
Work history, roles, and key accomplishments
Analytics Student Consultant
University of Minnesota
Sep 2025 - Present (1 year)
Developed a churn-risk analytical pipeline for 500K+ members in Snowflake and Python, performing data preparation, feature engineering, and statistical modelling to flag $80M in at-risk annual membership revenue. Documented data lineage across 3 source systems, 75+ data fields, and 4 downstream reports/models, reducing data issue-resolution time by 25%.
Developed a supplier analytics solution using Python and Tableau for a $74B+ retailer, building KPI reporting to monitor supplier performance and inform product assortment decisions; surfaced $5M+ in COGS savings. Used LLMs to analyze 100+ supplier contracts, reducing contract-review effort by 67% while standardizing key terms and integrating text-derived attributes with structured supplier data t
Analyzed shrink performance across stores, categories, and regions for a leading convenience retailer; identified key risk drivers leading to $30M in potential cost savings. Developed region-specific pricing models and promotional strategies for a $150B US grocery retailer, informed by digital footprint and assortment analysis; delivered $15M in cost savings and 2% margin uplift.
Education
Degrees, certifications, and relevant coursework
University of Minnesota
Master of Science, Business Analytics
2025 -
Pursuing a Master of Science in Business Analytics at the Carlson School of Management, expected to complete in August 2026.
Mumbai University
Bachelor of Technology, Industrial Engineering
2018 - 2022
Earned a Bachelor of Technology in Industrial Engineering from Mumbai University, completing the program in June 2022.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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