Manideep Vemula

Developed and implemented market mix modeling for a finance client in banking and money exchange to optimize budget spends. Targeted new user registrations using machine learning models. Utilized GCP cloud services including databases and Vertex AI. Created financial forecasting models and managed stakeholder relationships.

Led design and development of an AutoML model for healthcare attendant assignment, resulting in 20% increase in operational efficiency. Deployed ML solutions on AWS. Conducted EEG signal analysis and developed a biometric identification system.

Developed demand forecasting model to reduce wastage of low shelf-life SKUs. Built dashboards for tracking marketing performance. Performed product management for Shell brands and optimized supply chain using ML and AI. Implemented NLP-based product classification using LLMs.

Created data pipelines for predictive analysis. Developed demand forecasting and inventory optimization models. Identified potential store locations. Created Tableau dashboards and automated report generation saving ~80 man-hours per month.

Data preparation, EDA, outlier detection, feature engineering, and model building using Python/Pandas and Microsoft Azure. Developed Superstore Dashboard for actionable sales performance insights.

Transaction data gathering and updating in databases. Analyzed data to maintain inventory at optimum level and made detailed cost analysis. Performed quantitative analysis of product pricing trends.