Sudhir Kumar Rai

Role Description:

• Report to VP Data Science & Innovation
• Lead large team of managers, data scientist and data engineers
• Lead entire Machine Learning delivery
• Hire and Develop talent
• Stakeholder management
• Building new machine learning project pipeline for cyber security

Projects:

• Merger and Acquisition of machine learning models from FireEye and Mcafee
• Knowledge transfer and model handover of approx. 40 ML models
• These 40 models cover various use case like static malware detection, dynamic malware detection, URL classification, URL categorization, Phishing Email Detection

• Invalid Traffic detection
• Fraudulent IP detection

Role Description:

• Report to Sr. Director Engineering
• Lead a team of managers, data scientist and data engineers
• Lead entire Machine Learning delivery
• Hire and Develop talent
• Stakeholder management
• Research on new cyber security use cases using machine learning for cyber security

Projects:

• Dynamic Malware Detection,URL Categorization
• Static Malware Detection, File reputation
• Malware Signature Generation,URL Classification

Role Description

• Mentor a team of data scientist and software engineers
• Research on Machine Learning in Banking Fraud Detection
• Hire, Train and Mentor large team of data scientist for R&D
• Worked with product management to develop banking fraud solutions

Projects

• Internet Banking Fraud detection, Mobile Banking Fraud prediction
• Built Machine Learning Model Development Platform
• Model explanation for XGBoost and Random Forest
• Segmentation in AML(Anti Money Laundering)

Role Description

• Drive Customer Analytics project

Projects

• Cross-Sell/Up-Sell Modeling
• Customer Churn Prediction

Role Description

• Built a data science competency in India.
• Hire, Train and Mentor large team of data scientist
• Lead data science project delivery from India
• Data Science RFP's submission

Projects

• Sensor Failure prediction in oil and gas drilling equipment
• Clustering for Airline Customer
• Campaign response modeling for airlines

Role Description

• Identify areas for Machine Learning adoption
• Build POC's for identified use cases

Projects

• Industrial Alarm Automation
• Faulty Sensor Prediction, Cross-Sell Modeling

Role Description

• Hire, Train and Mentor large team of analytics professionals
• Lead data science project delivery
• Responding to customer RFP's on Machine Learning

Projects

• Cross-Sell Prediction models for CPG industry
• Up-Sell prediction models for CPG industry

Projects

• Forecasting & Optimization Model Tuning
• Cross-sell, up-sell and clustering projects for Hotels