Abhishek Kumar
@abhishekkumar3
Data Scientist at Zendrive
Bengaluru, Karnataka
Abhishek Kumar is a Data Scientist with an M.Tech in Computational and Data Sciences. He has experience developing machine learning models, including a vehicle collision detection system and a personalized DVP model, utilizing tools like Python, PySpark, and AWS. His background also includes operational roles in the oil and gas sector, complemented by extensive project work in Deep Learning, NLP, and predictive modeling.
Experience
Operational Officer
Bharat Petroleum Corporation Limited (BPCL)
Oversaw the safe and efficient transportation of large quantities of oil (petrol, diesel, and kerosene) through tank wagon lorries from the primary oil installation to smaller depots, ensuring compliance with OISD safety and interlocking standards.
Assistant Executive Engineer Drilling
Oil and Natural Gas Corporation Limited (ONGC)
Supported senior drilling officer in the implementation of drilling programs, ensuring prompt and efficient execution of all drilling activities. Monitored day-to-day drilling operations and delivered technical assistance to enhance drilling operations.
Data Scientist
Zendrive
Developed a machine learning model for vehicle collision detection utilizing mobile sensor data (GPS and accelerometer sensors), which involved data processing, data visualization, model building, and performance evaluation. Designed and implemented a personalized DVP (Driver Vs Passenger) model specifically tailored for distinguishing between drivers and passengers in vehicles across the European region. Additionally, developed a robust data ingestion pipeline utilizing Airflow jobs.
Education
Indian Institute of Science
M.Tech
Computational and Data Sciences
Indian Institute of Technology Bombay
B.Tech
Mechanical Engineering