Apr 2022 – Jun 2024 · 2 yrs 2 mos · Bengaluru, Karnataka, India · Hybrid

• Building Analytical solutions for Amazon India's Transportation Planning across Last Mile, Middle Mile and First Mile network.
• Developed Forecasting Models for optimised resource planning across Amazon's network
• Developing automated BI tools that assist stakeholders in quick decision making and cost reduction

Apr 2020 – Apr 2022 · 2 yrs

• Delivered Analytics related projects for Supply chain & Logistics clients based out of US
• Built a Predictive model in Python using ML algorithms like XGBoost, Random Forest to control complaints for remarketed truck units. The model assigns Risk score to units with possible complaints in future
• End-to-end development of Employee Turnover Prediction Model for optimized Manpower Planning using Python & SQL. Rolled out Pilot in 10 Regions
• Conducted statistical modeling to estimate the variable cost of repairs as part of pricing the Leasing contracts
• Prediction of Tire cost of a Logistic client encompassing the forecasting of rubber prices, tire index & repair cost
• Pitched Collection Analytics POC with customer segmentation, dispute prediction for the largest Logistics client.
• Segmentation was done using generation of Rules from Decision Tree
• Analyzed Telematics data to find association between frequent failure codes & repairs using Association rules mining
• Forecasting Sales for a retail client using an Ensemble of XgbRegressor and Regularized Linear Regression
• Involved in Recruitment for Data Science roles for various teams

Aug 2019 – Sep 2019 · 1 mo · Ahmedabad, Gujarat

• Delivered lectures on Data Analytics/Predictive modeling using R to MBA students as part of Co-Teach activity between EXL and NIRMA University

Jun 2019 – Mar 2020 · 9 mos · Ahmedabad Area, India

• Decision Analytics
• Managing Marketing Analytics & Predictive modeling projects for US and Australia Financial Institutes
• Building Machine Learning models using Random Forest, Gradient Boosting, Neural networks etc.
• Devising Selection strategy to allot household under Relationship Management program for a large US based Financial Institute

Jun 2017 – May 2019 · 1 yr 11 mos · Ahmedabad Area, India

• Decision Analytics
• Managing & ensuring timely, accurate delivery of Marketing Analytics projects of Financial Institutions in the US.
• Assisting clients in Credit card campaigns- Response Modelling, Balance Transfer, Credit Limit Increases, portfolio diagnostics, spend campaigns, tracking campaigns
• Hands on experience in building predictive models using Logistic regression, Decision trees, random forest & other Machine Learning techniques and building strategies for growing assets & Member base
• Experience in Membership & Risk Analytics - Member Lifetime, Cross-sell, Bundling products, Segmentation, collections, using tools like SQL Server, SAS, R, Python, SPSS, MS Excel
• Recommending Strategic action plans for new Product development & promotional offers for new branches to increase ROI
• Recommending Portfolio selection strategy for Relationship Management program in banks

Apr 2016 – May 2016 · 1 mo · New Delhi Area, India

• 1. Implemented promotional strategies for brand awareness on social media platforms using Digital Marketing, Email Marketing
• 2. Implemented innovative strategies like campus ambassador program & suggested new front and back end for new PHP website
• 3. Designed Facebook Adverts, Google AdWords, LinkedIn Sponsored Ads for the target audience and increased web traffic by 35.5%

Jul 2014 – Jun 2015 · 11 mos · Mohali

• 1.Collaborated with Product Development team of 9 in Compliance Management product line Healthcare industry
• 2.Responsible for development of Pilot Project for major Healthcare clients in Netherlands and USA
• 3.Responsible for product quality aspects like code test coverage report & web security vulnerability report

Dec 2013 – Jan 2014 · 1 mo · Noida Area, India

• 1. Analysed results from test run & generated personalized reports based on the results for new version changes in product
• 2. Incorporated changes in test suites of major modules to make them compatible with new version of product