profile

An overview of my career and education timeline.

September 2025 - Present

EOS GmbH Electro Optical Systems

Master Thesis on Vision-Transformer Based Image Classification of Spare Parts
Full-time • April 2026 - October 2026

I research on transformer-based spare part classification with a focus on domain generalization from synthetic CAD renders to real warehouse images. I built a dataset of 15,000+ synthetic images from CAD models, and benchmarked ViT, DINOv3, DeiT, ConvNeXt and ResNet50 on synthetic-to-real transfer.

Working Student in Process Optimization and Data Analysis
Part-time • September 2025 - March 2026

As a working student, I built LLM-based solutions for EOS Customer Success Management team, with a RAG bot for supplier questionnaires assessments, an AI workflow on email systems, and Copilot Studio based agents.

July 2024 - May 2025

Working Student in Process Automation and Data Analysis

As a working student in Configuration and Change Management team at Siemens Mobility in Erlangen, I supported technical leads and project managers in the production planning of rolling stock projects.

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October 2024 - April 2025

Project Thesis

My project thesis, Gesture Recognition for Enhanced Human-Robot Collaboration in Intralogistics Using CNN-LSTM Frameworks, built a real-time gesture recognition system for an autonomous mobile robot as part of the KOLAMEeRo project.

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October 2022 - Present

Master of Science in Electromobility ACES

Majoring in AI and E-Powertrain, with coursework in machine learning, deep learning, pattern recognition, data science, mechatronic systems and control, and autonomous systems. Along the way, my focus has shifted towards data engineering and applied AI for manufacturing.

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August 2020 - September 2021

Graduate Engineer Trainee

I began my career at Helicopter Division, where I looked after methods and process engineering for 11 transmission assembly components of Cheetah/Chetak projects. Much of the work involved managing process data for the Alouette III main gearbox(MGB). Later joining the CNC Programming cell, I worked in a team of five for preparation of process sheet, material specifications and component drawing for ALH helicopters.

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January 2019 - February 2019

Internship

Joined the Udyogamandal Complex, FACT's oldest plant producing fertilisers such as Ammonium Sulphate and FACTAMFOS alongside intermediates like Sulphuric Acid and Anhydrous Ammonia, where I supported process planning, data analysis, and documentation.

August 2015 - June 2019

Bachelor of Technology in Mechanical Engineering

Coursework includes computer programming in C++ and numerical methods, electric drives, mechatronics, robotics and automation, and advanced manufacturing technology. My thesis on condition monitoring of rotating equipment through vibration analysis, was an early introduction to extracting usable signals from noisy measurement data.

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