Saurav Gupta
@sauravgupta
Senior Machine Learning Engineer specializing in AI and computer vision.
What I'm looking for
I am a Senior Machine Learning Engineer with a strong background in developing innovative AI solutions. Currently, I work at Transfermedia Production Services GmbH, where I have successfully built a multi-agent system that enhances the in-stream shopping experience for streaming platforms. My expertise lies in creating robust computer vision pipelines, leading teams, and deploying machine learning models on cloud platforms.
Throughout my career, I have consistently delivered impactful results, such as reducing model latency by 61% and boosting classification accuracy by 20%. My experience spans various roles, including Machine Learning Engineer at Bizerba and Navinfo Europe, where I focused on edge AI and safety-critical applications. I am passionate about leveraging advanced technologies to solve complex problems and drive innovation in the field of AI.
Experience
Work history, roles, and key accomplishments
Senior Machine Learning Engineer
Transfermedia Production Services GmbH
May 2024 - Present (1 year 1 month)
Currently leading the development of a multi-agent system for in-stream shopping and enhancing video product capabilities through a Computer Vision pipeline. Responsible for deploying ML microservices and mentoring a team of engineers.
Machine Learning Engineer
Bizerba SE and Co. KG
May 2023 - Jan 2024 (8 months)
Developed a CNN-based classification model for retail scales, improving accuracy significantly. Built edge AI inference pipelines and contributed to cross-European AI innovation initiatives.
Machine Learning Engineer
Navinfo Europe B.V
Feb 2022 - May 2023 (1 year 3 months)
Researched and trained models for ADAS systems, developing a pipeline for safety-critical applications. Focused on optimizing computer vision models for real-time inference.
Machine Learning Engineer Intern
Bosch Center for Artificial Intelligence
Apr 2020 - Oct 2020 (6 months)
Developed a synthetic data generation pipeline for robotic grasp point detection, training CNNs for estimating grasp points.
Frontend Software Developer
SYSGO - Embedding Innovations
Jul 2019 - Apr 2020 (9 months)
Developed an interactive touchscreen UI for embedded systems using React.js and Redux, enhancing user experience and system functionality.
System Engineer
Infosys Limited
Jan 2017 - Oct 2018 (1 year 9 months)
Developed sales forecasting tools and health monitoring dashboards for major clients, managing code deployments and enhancing operational efficiency.
Education
Degrees, certifications, and relevant coursework
University of Ulm
Master of Science, Cognitive Systems
2018 - 2021
Completed a Master of Science in Cognitive Systems, focusing on the integration of cognitive processes with computational systems, enhancing understanding of AI and machine learning applications.
Chitkara University
Bachelor of Engineering, Computer Science and Engineering
2013 - 2017
Earned a Bachelor of Engineering in Computer Science and Engineering, covering essential topics in software development, algorithms, and system design.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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