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Sumit Adkine

Analyst-Risk Management | Strategy @ AmEx | AI, Financial Modeling | IIM Mumbai | IIT KGP | CoEP

Mumbai

1+ year of work experience

American Express
Apr 20265 mosPresent

Gurugram, Haryana, India

Bharat Petroleum Corporation Limited
May 20251 yrApr 2026

Mumbai, Maharashtra, India

Avery Dennison
Apr 20242 mosMay 2024

Gurugram, Haryana, India

+ Project Title: Design Standardised Safety Stock Optimisation Model to reduce the working capital for Asia Pacific Region +Roles & Responsibilities - Benchmarked APAC region by gap analysis of 4+KPI, used VBA to reduce inventory analysis time by 73% - Executed EDA & improved data accuracy by 7%, facilitated the ABC/XYZ analysis to classify 160+SKUs Achieved decomposition of data, created a rule-based seasonality algorithm to identify 24 seasonal SKUs - Employed weighted average optimisation model to maintain 96.5% service level, prescribed PSG revision - Analysed 3 years of forecasting data to assemble forecasting accuracy in SS model by rule-based algorithm - Proposed multi-echelon inventory model incorporated with 2 manufacturing facilities & 4 DC using Excel - Standardised safety stock model by shifting 52-weeks to quarter-wise approach, incorporated by 4 factors + Achievements - Recommended 4 future scopes by Gemba walk and Crafted SOP for model & delivered Excel dashboard - Spearheaded a pilot run, estimated reduction in working capital of 8.8 Cr/yr and Days in Inventory by 2 days
Finlatics
Jun 20231 moJun 2023

Remote

Project Title: Optimal hotel Site selection for client using Data analysis Tools - Performed Market Study in 16 sites and used MECE approach using profitability framework for cash flow - Developed a cash-flow forecast for 16 sites by analysing component data using linear regression technique - Utilised AHP to identify optimal hotel site & delivered 5+ insights using Power BI for market entry strategy
John Deere
May 20232 mosJun 2023

Pune District, Maharashtra, India

+ Project Title: Sustainable Material Modeling - Adopted 5 Whys RCA & Ashby’s Framework to identify and select optimal alternative sustainable polymer - Enhanced the material performance and promoted the circular economy using alternative materials - Conducted finite element analysis of the lattice structure manufactured by MJF using Creo Parametric - Provided comprehensive insights into the sustainability aspects about recycling polymers for optimum usage + Achievements -Achieved 30% reduction in Carbon emissions by adopting blend of recycled HDPE and rice husk in 80:20 ratio -Developed comprehensive Technical White Paper on innovative solutions for achieving sustainability -Replaced the virgin HDPE with blend of recycled HDPE & rice husk and achieved 20% reduction in the cost

Education

Indian Institute of Management Mumbai

Master of Business Administration - MBA

Indian Institute of Management Mumbai

20232 yrs2025
Indian Institute of Technology, Kharagpur

Master of Technology - MTech

Indian Institute of Technology, Kharagpur

20221 yr2023

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Headline

Analyst-Risk Management | Strategy @ AmEx | AI, Financial Modeling | IIM Mumbai | IIT KGP | CoEP

About

As a Risk Management Analyst at American Express, I specialize in suspect scam strategy — identifying, analyzing, and mitigating fraudulent activity to protect customers and minimize financial risk. My work involves leveraging data analytics to detect suspicious patterns, develop risk frameworks, and drive strategic decisions that strengthen fraud prevention across the business. MBA graduate in Marketing and Operations and Supply Chain Management from IIM Mumbai, I bring a unique blend of analytical thinking and strategic insight to risk management. My background spans energy marketing, supply chain optimization, demand planning, and now financial risk and fraud strategy. I specialize in strategic planning, data-driven decision making, and translating complex risk insights into actionable business strategies that drive both operational efficiency and customer protection.

Location

Mumbai

Work experience

Analyst-Data Science & Strategy at American Express, Apr 2026 - Present · 5 mos, Gurugram, Haryana, India

Management Trainee | Strategy, Risk Analytics, Financial Feasibility, Pricing at Bharat Petroleum Corporation Limited, May 2025 - Apr 2026 · 1 yr, Mumbai, Maharashtra, India

Summer Intern | S&OP, Forecasting, Inventory Management, Gemba Walk, Demand Planning VBA at Avery Dennison, Apr 2024 - May 2024 · 2 mos, Gurugram, Haryana, India, + Project Title: Design Standardised Safety Stock Optimisation Model to reduce the working capital for Asia Pacific Region +Roles & Responsibilities - Benchmarked APAC region by gap analysis of 4+KPI, used VBA to reduce inventory analysis time by 73% - Executed EDA & improved data accuracy by 7%, facilitated the ABC/XYZ analysis to classify 160+SKUs Achieved decomposition of data, created a rule-based seasonality algorithm to identify 24 seasonal SKUs - Employed weighted average optimisation model to maintain 96.5% service level, prescribed PSG revision - Analysed 3 years of forecasting data to assemble forecasting accuracy in SS model by rule-based algorithm - Proposed multi-echelon inventory model incorporated with 2 manufacturing facilities & 4 DC using Excel - Standardised safety stock model by shifting 52-weeks to quarter-wise approach, incorporated by 4 factors + Achievements - Recommended 4 future scopes by Gemba walk and Crafted SOP for model & delivered Excel dashboard - Spearheaded a pilot run, estimated reduction in working capital of 8.8 Cr/yr and Days in Inventory by 2 days

Business Analyst Intern | Data Analysis, Decision Making, AHP at Finlatics, Jun 2023 - Jun 2023 · 1 mo, Remote, Project Title: Optimal hotel Site selection for client using Data analysis Tools - Performed Market Study in 16 sites and used MECE approach using profitability framework for cash flow - Developed a cash-flow forecast for 16 sites by analysing component data using linear regression technique - Utilised AHP to identify optimal hotel site & delivered 5+ insights using Power BI for market entry strategy

Sustainability Intern | ESG, Circular Economy, Root Cause Analysis at John Deere, May 2023 - Jun 2023 · 2 mos, Pune District, Maharashtra, India, + Project Title: Sustainable Material Modeling - Adopted 5 Whys RCA & Ashby’s Framework to identify and select optimal alternative sustainable polymer - Enhanced the material performance and promoted the circular economy using alternative materials - Conducted finite element analysis of the lattice structure manufactured by MJF using Creo Parametric - Provided comprehensive insights into the sustainability aspects about recycling polymers for optimum usage + Achievements -Achieved 30% reduction in Carbon emissions by adopting blend of recycled HDPE and rice husk in 80:20 ratio -Developed comprehensive Technical White Paper on innovative solutions for achieving sustainability -Replaced the virgin HDPE with blend of recycled HDPE & rice husk and achieved 20% reduction in the cost

Education

Master of Business Administration - MBA, Indian Institute of Management Mumbai

Master of Technology - MTech, Indian Institute of Technology, Kharagpur