Vishnu G
Data Scientist @White Fire Technologies
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WORK HISTORY
Data Scientist @White Fire Technologies
Developed end-to-end refund abuse detection system for e-commerce fraud prevention• Cleaned and preprocessed shopping cart datasets, engineered features for ML models• Trained and deployed machine learning and neural network models for fraud classification• Implemented workflow orchestration using Prefect for automated ML pipelines• Containerised application with Docker and deployed using Kubernetes• Built REST API for real-time fraud prediction (legitimate vs. fake customer classification)
EDUCATION
University of Essex
Master's degree, Artificial Intelligence
SRM Valliammai Engineering College
Bachelor of Technology - BTech, Information Technology
ABOUT VISHNU G
As a Data Scientist, I focus on delivering impactful machine learning and robotics solutions across energy, NLP, and healthcare domains. At my current organization, I engineered an autonomous navigation system using Fuzzy Logic and ROS2, enabling optimized real-time decision-making. I also contributed to the development of a climate renewable energy forecasting model, achieving 95% accuracy, and implemented MLOps best practices for scalable production deployments with Docker and CI/CD pipelines. Completed Master\'s in Artificial Intelligence at the University of Essex, I am expanding my expertise built on a Bachelor’s in Information Technology from SRM Valliammai Engineering College. Proficient in Robot Operating System, machine learning, and deep learning, my work is rooted in applying cutting-edge technologies to solve complex challenges with precision and efficiency.
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