About

Aman Singh is a skilled software engineer and data scientist with over 0.36 years of experience in the field. He specializes in machine learning, computer vision, and service marketing analytics, with expertise in deep generative models like variational autoencoders and speech signal separation methods. His preferred programming languages include Java, C/C++, and Python, and he has experience working with AWS products like ECS, S3, RDS, and Lambda. Currently working as a Software Engineer for Analytics and Insights at TCS, Aman has also worked as a Data Scientist and Campaign Developer at FCA/Stellantis, where he queried databases using Presto SQL and Hive to gather information on target audiences for service marketing campaigns. He has also implemented a recommendation system for appointment times and written Python scripts to calculate metrics. In the past, Aman has worked as a Software Engineer for Pacific Gas & Electric, where he dealt with the data processing aspect of the Public Safety Power Shutdown application using Python Pandas, SQL, and AWS products. He has also worked as a Software Engineer for Cisco, where he built and deployed a chatbot using Python Flask and AWS EC2. Aman has a Bachelor's degree in Computer Engineering with a minor in Economics from the University of California, where he studied from 2012 to 2017. He also holds a Graduate Certificate in Digital Signal Processing Theory and a Master's degree in Electrical and Computer Engineering with a focus on Signal Processing and Machine Learning, both from Santa Clara University. He has also completed a course at the Harvard Extension School. Aman's tech stack includes software engineering, research science, data science, image processing, machine learning, SQL, Python, recommendation systems, computer vision, AWS, backend development, Apache Hive, Java, ECS, data engineering, Pandas, Flask, and C. He is a highly skilled and motivated professional who is always looking to expand his knowledge and skills in the field of data science and software engineering.