About me

Mayur is a seasoned Machine Learning Engineer in Comcast with 10.5 years of experience in leading industries and a great record in analytics. He has worked and built systems reflecting better user experience with NLP systems and enabled systems to provide solid search experience for SEO. - He has worked on 7+ advanced analytics projects comprising NLP, Computer Vision, Machine Learning, Deep Learning, etc end to end from inception to production. - He has wide experience in AWS ecosystems like AWS Inferentia, S3, Lambda, Api-Gateway, ECS, DynamoDB, EC2, Opensearch, ECR, XRay, etc. - Pushing models to production with AWS, Docker, Kubernetes, Concourse, and Git. - He has wide experience in building deep learning and machine learning models using Keras, Pytorch, pandas, Spacy, NLTK and other standard ML libraries. - Building and Deploying APIs using Flask, Sanic, and FastAPI with Nginx, Gunicorn, and Docker. - He has worked on both SQL and NoSQL databases like MySQL, MariaDB, and MongoDB. - Experience in model management tools like MLFlow, and Keepsake. - Experience in ML workflow orchestrator tool with Kubeflow on AWS EKS. - He is skilled in Data structure and Algorithms. - Expert in facilitating Data-Driven Decision Making. - He possesses an intermediate understanding of building APIs using Flask, Sanic, and FastAPI. - He has worked and has an intermediate understanding of the Hadoop system with knowledge in Hive, Spark, and SparkSQL. His passion resides in the research aspects of the what, why & how of deep learning and he contributes to deep learning with his Github repo on Deep Learning with PyTorch. In his free time, he reads deep learning research papers and solves one or two max. leetcode problem a day. Mayur writes about Data Science in Medium for different publications: * Analytics Vidhya * Data Driven Investor * Python in Plain English Checkout git repo for his work on Deep Learning: https://github.com/mayurji Website: https://mayurji.github.io Medium: mayur-ds.medium.com