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Sudalai Mani Pandian

@sudalaimanipandian

Data Scientist at Logitech Engineering and Designs, where I cut manual data mapping from days to minutes with GenAI agents.

India

Message

At Logitech Engineering and Designs, I develop and deploy machine learning models and generative AI agents, including Snowflake-integrated agentic workflows. I also automated naming harmonization between Salesforce and Master Data Management systems, cutting manual data mapping timelines by over 90%.

I’ve designed predictive models for Accounts Receivable and Accounts Payable forecasting and developed a Sales Intelligence & Feedback Analysis Agent. My projects include Snowflake Cortex applications and sales forecasting models, including Net Sales forecasts with 97% accuracy.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Logitech Engineering and Designs

May 2022 - Present (4 years 5 months)

Lead end-to-end development and production deployment of machine learning models and generative AI agents. Architected Snowflake-integrated agentic workflows and automated pipelines to harmonize Salesforce and MDM data, reducing manual mapping timelines by over 90%.

Machine Learning Generative AI Snowflake Snowflake Cortex Agentic Workflows Python SQL Salesforce MDM Financial Forecasting Classification regression Data Pipelines

Feedback Analyst

Tata Communications Ltd

Mar 2022 - May 2022 (2 months)

Engineered predictive machine learning models for Application Lifecycle Management (ALM) ticketing operations. Developed and maintained CI/CD pipelines for ML models, achieving 99.9% uptime for critical business intelligence applications.

Machine Learning predictive modeling CI CD Application Lifecycle Management Python SQL