Ayush Kumar

I am an AI and Machine Learning engineer with hands-on experience building and deploying predictive and computer-vision models, and contributing to backend development in healthcare applications. I have delivered projects using Python, TensorFlow, PyTorch, XGBoost and Flask, improving model performance and adding explainability through SHAP.

At Tata Consultancy Services I work as an Assistant Systems Engineer (Backend), collaborating with cross-functional teams to implement security, optimize performance, and maintain CI/CD pipelines for Life Sciences and Healthcare projects. My project portfolio includes medical insurance cost prediction, crop disease detection, and a conversational AI debate system integrating open-source LLMs and LangChain.