About

Satish M is an accomplished Senior Data Engineer with over 7 years of industry experience in Data Engineering. He has demonstrated skills in Data Engineer, Data Manager, Data Scientist/Researcher, Machine Learning, and AWS Cloud Consultant. Satish has extensive experience in real-time and batch pipelines, building data lakes, and building unified analytical systems with ML capabilities. Satish's technology stack includes Python, Mircoservices, OpenCV, MySQL, Cloudera, Databricks, MLFlow, TensorFlow, Keras, Torch, Sckit-Learn, Pandas, and Numpy. He is also proficient in Kafka, Spark, PySpark, Structure streaming, HDFS, Hive, Parquet, Presto, AWS Lambda, Kinesis Streams, Firehose, AWS RDS, AWS DynamoDb, AWS S3, AWS Managed Kafka, ECS, Fargate Redshift, Private Vpcs, AWS Security, Kinesis Analytics, AWS Glue, AWS Glue catalogue, and AWS Athena. Satish has worked on several projects, including a real-time event data lake with TBs volume scalability, a real-time large-scale consumption system with 360-degree customer config-driven value addition and validation framework on big data at high throughput, cow health monitoring application (real-time pipeline) using tensorflow, opencv, and using technique Machine Learning at scale with kafka-spark eco-system, real-time IOT data handling and creating business metrics using Active MQ, kinesis stream, lambda, Dynamodb, S3, among others. He has also built a model for Gender Detection from face recognition using Deep learning and TensorFlow, developed a model for Emotion Detection from face recognition using Deep learning and TensorFlow/Keras, product recommendation with Market Basket Analysis, and built a model for Home Loan Credibility prediction with historical data of years Using LightGBM (having 5 Billion row of data). Satish has worked with top players in the industry, including Google, where he worked as a Software Engineer (Data Engineering) on Google's Knowledge Graph (Google Search) project onsite. He worked on big data sets provided by various partners and clients to analyze, manage, interpret, and reconcile them into a database and explorer, which ultimately is fed into Knowledge Panels of Google Search Engine. Satish's education history includes a Bachelor's Degree in Mechanical Engineering from Punjab Technical University. Overall, Satish has 8.95 years of relevant experience in AWS, Data Engineering, ML