Potnuru Vamsi Krishna

I’m a Machine Learning Engineer skilled in Python, Computer Vision, and AWS deployment. I build real-time AI systems end-to-end—from data preprocessing to production deployment—focused on measurable impact.

In my projects, I developed a “Women Safety Analytics System” using Python and YOLO, achieving 95% accuracy for real-time attack detection. I also automated emergency alerts with GPS location and image evidence, reducing emergency response time by 60%.

More recently, I worked on the “Anti-Torpedo Intent Prediction System,” where I built a classification model detecting torpedo intent with 94% accuracy using LightGBM and Scikit-learn. I implemented an automated decoy release workflow that reduced latency by 30%, and handled structured sonar data for real-time threat prediction.

As an AI/ML Intern, I deployed a customer support chatbot on AWS EC2 using Python and FastAPI, and improved performance by 40% through optimization. I also implemented Docker containerization and CI/CD automation, and configured an Nginx reverse proxy for HTTP/HTTPS routing and load balancing.