
Sachin Kumar Singh
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Skills
Timeline
Professional experience for Sachin Kumar Singh
- Current 1 year and 5 months, since Jan 2024
RESEARCH ASSISTANT ARTIFICIAL INTELLIGENCE
TU Dortmund University
Worked on optimizing Power Integrity in PCB design using AI/ML techniques, delivering improved performance and reliability through advanced simulations. Implemented a semi-automated data collection pipeline and evaluated models (ResNet50, YOLOv8, Vision Transformer), achieving top performance with ResNet50 in limited data scenarios. Enhanced the accuracy and efficiency of PCB design processes through AI-driven solutions.
- 8 months, May 2023 - Dec 2023
RESEARCH ASSISTANT NLP/ DATA SCIENCE
DFKI GmbH
Contributed to the BMUV-funded 'ZuSiNa' project, developing NLP models such as NLK, Spacy and BERT to simplify sustainability data for consumer platforms. Designed and implemented a real-time AI/ML pipeline for sustainability data, deploying a web app using HTML, CSS, JavaScript, and integrated NLP models like BERT. This solution improved platform efficiency and user engagement for eco-conscious decision-making. Collaborated with a multidisciplinary team to ensure successful deployment.
- 1 year, Nov 2020 - Oct 2021
DATA SCIENCE INTERN
Croma campus pvt. Ltd.
Utilized AI tools to generate insights with an 85% accuracy rate. Developed predictive models to analyze large datasets. Turned large amounts of data into informative material by utilizing several Artificial Intelligence resources.
Educational background for Sachin Kumar Singh
- Current 3 years and 2 months, since Apr 2022
Master's of Computer Science
TU Kaiserslautern
Intelligent Systems
- 2016 - 2020
Bachelor of Technology
MDU, Rohtak
Languages
German
Intermediate
English
Fluent
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