sumit Tayde
@sumittayde
I build data products that turn analytics into revenue, marketing, and inventory decisions.
IndiaWhat I'm looking for
I've built deployed analytics projects that translate data into business decisions, including Customer Churn & Revenue Intelligence, Marketing ROI & A/B Test Engine, and StockSense AI.
In my customer churn project, I predicted churn for 7,000+ customers with a 0.84 ROC-AUC and identified ₹13.7L in recoverable annual revenue. For marketing, I proved a winning campaign with a 131.9% conversion uplift and recommended budget reallocation across five channels.
I've also developed retail demand forecasting models using Prophet and ARIMA to predict 30-day inventory needs and flag ₹18L+ in overstock risk. I deploy stakeholder-facing dashboards with Power BI, React, Recharts, and Vercel so insights stay current and actionable.
Experience
Work history, roles, and key accomplishments
Collected, cleaned, and analyzed structured and unstructured retail data to build a demand forecasting model, predicting 30-day inventory needs and flagging Rs 18L+ in overstock risk. Built time-series forecasting models (Prophet/ARIMA) to identify demand trends, validate data accuracy, and reduce inventory holding costs. Deployed an interactive reporting dashboard (Power BI, React, Recharts) on V
Data Analyst / BI Developer — Retail Demand Forecasting
Jul 2024 - Present (2 years 1 month)
Worked as Data Analyst / BI Developer — Retail Demand Forecasting at Independent Project (Self-Employed).
Data Analyst / BI Developer
Independent Project
Jul 2024 - Present (2 years 1 month)
Developed retail demand forecasting solutions as a self-employed data analyst, focusing on inventory optimization and business intelligence.
Data Analyst — Marketing Decision Engine
Jan 2024 - Present (2 years 7 months)
Worked as Data Analyst — Marketing Decision Engine at Independent Project (Self-Employed).
Lead Data Analyst & Developer — Customer Churn & Revenue Intelligence
Apr 2024 - Jun 2024 (2 months)
Worked as Lead Data Analyst & Developer — Customer Churn & Revenue Intelligence at Independent Project (Self-Employed).
Education
Degrees, certifications, and relevant coursework
University of Mumbai
Bachelor of Science in Data Science, Data science
M DEGREES, INC.
Bachelor of Science, Data Science
University of Mumbai
Bachelor of Science, Data Science
Pursuing a Bachelor of Science in Data Science, focusing on data analysis, machine learning, and statistical methods.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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