About

Gautam Kumar is an accomplished expert in data science with over 12 years of experience in the field. He is currently working as a Senior Data Scientist at Daimler Trucks Asia in Tokyo, Japan. Gautam is highly skilled in commercial vehicle, core engineering, and manufacturing domain data science. He is proficient in machine learning algorithms, data structures and algorithms, and cloud computing. Gautam is an expert in object-oriented software development using Java on Set-top box domain. Gautam has worked on various projects, including deep neural networks to predict pricing of automotive parts, finding under-priced automotive parts, panel data analysis to analyze the influence of shareholding percentage on net revenue and contribution margin, and DNN to predict the remaining useful life of electrical circuit breakers. He has also used data science to model and predict leakage in the air conditioning unit in the vehicle assembly line. Gautam is proficient in Python, TensorFlow, Scikit-Learn, and R. He has experience in natural language processing and text analytics, including text data from the core industrial engineering domain. He has used text mining and topic modeling from R and packages such as dplyr, tm, sentimentr, topicmode, and LDA. Gautam has a strong educational background. He holds a PGDBA degree in Business Analytics from the Indian Institute of Management, Calcutta. He also completed a semester in PGDBA from the Indian Institute of Technology, Kharagpur, and Indian Statistical Institute, Kolkata. Gautam holds a Bachelor of Engineering degree in Information Technology from R.V. College of Engineering, Bangalore. Gautam has worked for various companies, including L&T and Taistech. At L&T, he worked as a Senior Data Science Engineer and was responsible for predictive maintenance of MCB contactors in the core electrical engineering domain. At Taistech, he worked as a Senior UI Engineer and was responsible for developing an e-commerce platform and leading a team of four developers. Gautam is proficient in various tech stacks, including Java, TensorFlow, Scikit, ML, Deep Learning, NLP, MySQL, SQL, Python, Keras, Javascript, Docker, Research Scientist, Neural Networks, Integration, Web, UI, Infra, Typescript, and Redux. He is a Sun certified Java programmer 1.5. Gautam is proficient in Japanese and can read and write Hiragana and Katakana, 200 Kanji characters, and their usage