Harshit Bansal Email & Phone Number

Washington, Dc, Us

Atlanta, Georgia, United States

- Improved demand forecasting model accuracy by 11% using regression-based method streamlined workforce management.- Led in-depth data analysis initiatives, collaborating with cross-functional teams to identify inventory loss patterns, resulting in $1.1M+ annual cost savings.- Developed an network optimization model across 38+ warehouses and 20,000+ SKUs, reducing per shipment costs by 11%.- Built real-time SLA BI reporting system, consolidating complex API data to drive 12% quarter-over-quarter improvement in on-time delivery performance.- Led migration of 300+ Tableau BI reports to a new BI platform, achieving annual savings of about $50,000 in platform costs while maintaining 100% availability of critical reporting.

Washington Dc-Baltimore Area

- Developed time-series shipping volume forecasting model with 88% prediction accuracy, which contributed to improvement of 11% YoY in on-time delivery rate.- Built a Tableau BI reporting system from the ground up that facilitated real-time decision-making and supported a 5x increase in shipping volume over the two years.- Collaborated with engineering team to ETL pipelines which enabled automated warehouse labor attendance tracking and savings of manual hours spent in report pulls.- Improved warehouse throughput by 8% by building a more efficient labor roster plan using forecasting model and statistical analysis.

San Francisco Bay Area

- Developed statistical model to validate workplace IoT sensors data quality, enabling tracking of social distancing and office space utilization.- Successful validation led to the investment of $17M to expand the installation of sensors across the campus.

Bengaluru, Karnataka, India

- Accomplished a 20% uplift in conversion rate on the website through A/B testing and identification of interested users through surveys and usage patterns.- Reduced weekly customer contacts by 23% by identifying top contact reasons, optimizing shift roster and, suggesting changes in agents’ training material.- Designed quarterly NPS survey through collaboration with Marketing, Product, and Experience teams. Recommendations improved NPS score from -1 to 4 within a quarter.

Bengaluru, Karnataka, India

- Saved over $520,000 through a 5% reduction in subscription payment default rate. Built a classification model to predict consumers at risk. Leveraged historical data on payments, car usage, credit score, and 43 other features.- Mentored a team of 5 newly recruited Business Analysts.- Built unit economics model to provide 360° visibility on the financials of the newly launched car subscription program.

Bengaluru, Karnataka, India

- Reduced £12M in annual costs by predicting food wastage using machine learning modeling. These predictions helped in optimizing delivery schedules and store stocking plans.- Conducted statistical analysis to optimize seasonal product assortment across the stores in the UK. Recommendations resulted in a waste cost reduction of 16% across the country.- Led a team of 4 data scientists. Managed complete client communications, expectations, and ensured on-time delivery of results.- Volunteered for education non-profit Golden Apple to help them reduce the scholar dropout rates.

Master Of Science - Ms, Business Analytics

Coursework: Pricing and Revenue Management, Statistics, Supervised and Unsupervised Machine Learning, Exploratory Data Analysis.

Bachelor Of Engineering (B.E.), Information Science And Engineering