Nadeem M

Dc Consultant Data Scientist @Deloitte

Bengaluru, IN

Developed Model Ready Data (MRD) for a major athletic apparel retailer by integrating diverse data sources, engineering features, and configuring forecasting assets. This enabled deployment of time series and machine learning models that improved forecast accuracy (MAPE) by 12% over baseline.Automated model selection based on accuracy metrics like MAPE, SMAPE, and model ranks. I built ensemble models and followed it up with regression-based optimization for forecast breadth and depth. Also implemented segmentation and imputation using NLP-driven approaches.Leveraged Generative AI (GenAI) to auto-generate insight summaries and enable store-level cross mapping. Built scalable pipelines using GCP to ensure production-grade deployment of forecasts.Partnered with a global CPG client to build MRD and engineered features for demand forecasting. I worked cross-functionally to maintain data consistency and improve model explainability.Led validation for promotional models in retail healthcare, comparing client-delivered vs. in-house models across product, category, brand, and segment. Used Snowflake, Kubeflow, SQL, and Python to automate workflows, apply business rule checks, build confidence scoring, and deliver visual validation reports for stakeholder alignment.

DR. T. THIMMAIAH INSTITUTE OF TECHNOLOGY (TTIT)

Bachelor of Engineering, Electrical and Electronics Engineering

Carnegie Mellon University

Data Science in PG, Data science, Machine Learning

St Marys School

High School , School

Karnataka Board of Pre-University Education

Intern (11th and 12th), Physics, Chemistry , Mathematics and Biology

International School of Engineering (INSOFE)

PGP, Data Science