4 years of AI experience in startups | Active Learner.ML skills: Python, PyTorch, NumPy, scikit-learn, Matplotlib etc.Cloud & MLOps: AWS Lambda, EC2, Alarms, API Gateway etc.Optimization: onnx, quantizationDeployment: docker.Webapp: gradioI'm a Machine Learning Engineer with over four years of experience in developing and deploying end-to-end ML solutions. I can take you from idea to deployment. I have strong expertise in Python, PyTorch, NumPy, scikit-learn, Matplotlib, and cloud technologies like AWS Lambda, EC2, Cloudwatch, Alarms and API Gateway.My recent project involved building a self-checkout computer vision system for stores and deploying it using Docker. I also created a serverless GPU system with AWS Lambda and EC2.I'm also proud to have developed a perception pipeline for 6D pose estimation and image segmentation of dishes, enabling autonomous dish picking with a robot. The model was successfully deployed on edge devices using optimization techniques like onnx and quantization.On open source front, I have participated and won in quite a few Hugging Face events where I developed ML solution like grammar correction, image generation etc and deployed them as webapp with Gradio.