About

Sanjeev Sharma is an experienced ML Engineer with a passion for building intelligent systems that solve real-world problems. He is currently working as a Senior Machine Learning Engineer at Freshworks, where he is responsible for building a recommender system for various online stores to target customers and increase sales. Sanjeev is also involved in setting up experiments to tune hyper-parameters for various models and keeping track of the best model to use in production. Prior to Freshworks, Sanjeev worked as a Senior Machine Learning Engineer at Wipro, where he automated the document verification and entity extraction process for thousands of documents, resulting in a 40% reduction in expenses. He also built training and inference code for text classifiers and entity extraction for a variety of documents and applied various image processing techniques to better extract text using open-source Tesseract OCR. Sanjeev also worked at Citi as an Application Developer, where he transformed existing PL/SQL data processing pipelines into SparkSQL, reducing processing time by 90%. He reviewed 117 APAC applications for their CI/CD pipeline and trained the team to better understand concepts like code review, continuous integration, and automated deployment, resulting in a 40% reduction in production incidents. Sanjeev also performed EDA on production incidents data to better understand trends and causes and created a predictive model to call out risk in incoming loan applications for Citi Consumer Business. Sanjeev has a Master of Technology in Data Science from Indian Institute of Technology, Hyderabad, and a Bachelor of Technology in Computer Science and Engineering from Motilal Nehru National Institute of Technology. He is proficient in ML, Python, Big Data, Spark, TensorFlow, Image Processing, AWS, CI/CD, SQL, Seaborn, Databricks, Scikit, Pandas, Kafka, Pytorch, Integration, Scala, and has 3.36 years of relevant experience. Sanjeev is a dedicated and results-driven professional who is always eager to learn and apply new technologies to solve complex problems.