Resume
Work
Experience
2022 - Present
Specialist Data 4.0
Kautex Textron GmbH & Co. KG
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Established, and led an AI team at Kautex, a tier-one automotive supplier to global OEMs.
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Identified strategic use cases of AI for Quotation and Product development Phase, estimated ROI, developed an MVP and then scaled to full development.
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Developed a Graph based product recommender, solved BEV quality issue (flatness) in less than 5 mins for Rivian and BMW, significantly cutting machine hours, materials, and testing.
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Implemented active learning to maximize information gain and reduce the experimentation need by 50%.
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Developed a vision system to automate quality control in fuel tank welding (Image anomaly detection)
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Developing 3D Generative AI Design/Shape optimization for BEV system.
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Successfully designed an innovative digitalization business strategy for Kautex.
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Won Kautex Innovation Award 2024.
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Selected for talent development program 2024 (leadership)
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Textron Chairman’s Award for Innovation 2024 finalist
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Communicated complex technical topics to C-suite executives, including the Group CEO of Textron, CEO of Textron Aviation, Bell, and Kautex, on various occasions.
2021 - 2022
Intern AI
Kautex Textron GmbH & Co. KG
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Reduced the FEM simulation and real thickness profile gap of fuel tanks by 17-23\% using ML.
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Developed a vision system to compare the CFD thermal simulations and thermal images for EV systems.
2021 - 2021
Data science student
German Aerospace Center (DLR)
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Built a system using LSTM for anomaly detection and Explainable AI to predict and explain satellite failures, enabling predictive maintenance and preventing orbit loss.
2019 - 2020
Research Assistant
Fraunhofer FKIE
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Implemented a CUDA-based unsupervised (RL) weightless neural network using computer RAM as neurons for background subtraction, accurately detecting moving shapes in challenging conditions like snowfall, moving camera, rain, and camouflage.
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Detected and localized ships in the ocean using MobileNet SSD through sensor fusion.
2013 - 2015
Assistant Manager
Vedanta Ltd.
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Managed commissioning, and startup of Green anode plant (Electrical and Instrumentation).
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Managed maintenance of Robotics system and in-charge of automation lab.
Education
2035 - 2035
Autonomous system (Robotics & AI) |
Master’s Degree
Artificial Intelligence | Autonomous Mobile Robots | Advanced Software Technology | Mathematics for Robotics & AI | Computer Vision | Machine Learning | NLP | Advance control system
2035 - 2035
Electronics & Instrumentation | Bachelor's Degree
Mathematics I, II, III | Analog electronics | Digital electronics | Control systems | Digital signal processing | Digital system design
Skills
& Expertise
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Leadership (IMX evaluation) - link
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Accutrate Product recommender
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Data & AI strategies
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The ideation phase of the AI solution, Leading research, managing the development, and bridging between departments.
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Evangelizing & Assisting peers with modern tech, Data, and AI (Selected as Champion in Kautex)