Narayan Kothari
@narayankothari
Senior Software Developer at Robert Bosch(RBEI)
Bangalore
Narayan Kothari is a skilled developer specializing in Computer Vision, AI/ML, and Data Science. His experience includes working on autonomous driving data loops and image processing enhancements at Robert Bosch. He has expertise in deep learning techniques, including GANs and CNNs, and is proficient in Python, C/C++, and major ML frameworks like TensorFlow and Keras.
Experience
Senior Software Developer
Robert Bosch(RBEI)
Day-to-day responsibilities involve working on exploration, experimentation, and enhancements of features (based on Computer vision and Image processing parts) for different tools which are involved in the Data loop for autonomous driving. Was part of the team which developed a tool currently used as part of the data loop for autonomous driving. Worked on Visualization of car sensors data using ROS("rviz"), learning how to create plugins and work with Qt and ROS.
Intern
TCS Innovation Labs
Topic - Thermal to visible face recognition using Deep Learning. Proposed a Generative Adversarial Network-based method to synthesize more photo-realistic visible face images from their corresponding thermal images. Optimized an identity loss combined with the perceptual loss to achieve photorealistic property while preserving discriminative characteristics.
Education
Indian Institute of Technology, Hyderabad
B.Tech
Electrical Engineering
Minor in Computer Science and Engineering.
CBSE board
Senior secondary
CBSE board
Secondary