Manan Kataria
@manankataria
Data Scientist at Decision Tree Analytics & Service Pvt. Ltd.
Gurugram, India
Manan Kataria is a Data Scientist with experience developing and maintaining production-level predictive models. His expertise includes demand forecasting, customer lifetime value (CLV) prediction, and product recommendation systems using Python and advanced machine learning techniques. He has successfully applied these skills to optimize inventory management and improve marketing budget allocation for businesses.
Experience
Data Scientist
Decision Tree Analytics & Service Pvt. Ltd.
The role involved data cleaning, data exploration and preprocessing, feature engineering, model development, monitoring performance and maintenance of existing models, communicating the results to stakeholders. Developed production level model to forecast the demand for 1500+ skus and also computed the prediction intervals of forecasted demand. Forecasted revenue at cohort level for existing customers and new customers to be acquired. Forecasted 1-year CLV of customers using ensemble learning model and using CLV segmented customers into high value, medium value and low value. Identified products bought together by analyzing past purchase pattern of customers and providing recommendation.
Education
University of Delhi
Master of Operational Research
Operational Research
University of Delhi
B.Sc. (Hons) Statistics
Statistics
St. Cecilia’s Public School
CBSE XII
St. Cecilia’s Public School
CBSE X
Licenses & Certifications
Full Stack Data Science Bootcamp
iNeuron