Souvik Dey
Ai Research Engineer @Bosch Research
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WORK HISTORY
Ai Research Engineer @Bosch Research
Renningen, DE
The job description mostly includes research, development, and implementation of artificial intelligence (AI) technologies. Projects that I have worked on - 1. Beginning as an AutoML engineer, I focused on exploring Optimization Algorithms, specifically Evolutionary Algorithms. I also contributed to the development of tools designed to produce Pareto-optimal fronts, mostly for Convolutional Neural Networks (CNNs), aiming to optimize accuracy metrics while considering hardware metrics such as latency and flops.2. Additionally, I concentrated on the implementation of a Neural Architectural Search strategy that involves weight-sharing, particularly for larger vision networks. You can find more details about weight-sharing NAS in the following research paper: https://arxiv.org/abs/20••••••53. I was engaged in enhancing a Multi-task backbone network for Autonomous Vehicles by employing diverse Knowledge Distillation strategies (https://arxiv.org/abs/15••••••14. Developed expertise in processing Hyperspectral Imaging (HSI) data for surface defect recognition on power module chips, leveraging CNNs for classification and utilizing Auto-Encoders and VAEs to explore latent space for unsupervised clustering.
EDUCATION
University of Stuttgart
Master of Science - MS, INFOTECH
St. Augustine's Day School
ISC, Science
West Bengal University of Technology, Kolkata
Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering
SKILLS
ABOUT SOUVIK DEY
As an AI Research Engineer at Bosch, I specialize in deep learning and software development, driving innovation in real-world applications. My academic journey includes a Master\'s degree from the University of Stuttgart, focusing on Embedded Systems and Deep Learning. I thrive on solving complex problems through AI and robust software solutions. Passionate about exploring various industry domains, I am eager to leverage my skills to contribute to diverse sectors. My goal is to push the boundaries of AI research and its practical implementations. Looking forward to connecting with you all.
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