Amit Kumar Roy
Praktikum, Research Assistant, Creonic GmbH
Kaiserslautern, Deutschland
Über mich
Highly motivated and detail-oriented master student at the Technical University of Kaiserslautern seeking a thesis position to enrich my knowledge in Embedded Technologies and Machine Learning. Right now I am doing my internship on the topic of Machine Learning at Creonic GmbH as a research assistant. My entrepreneurial experience gives me the ability to work as a team and unique problem-solving ability.
Werdegang
Berufserfahrung von Amit Kumar Roy
Responsibilities: • Generating and preprocessing the data. • Researching and creating machine learning models (DNN, CNN, Decision Tree, SVM etc) • Pruning, Model quantization and statistical analysis of the model • Analysis of the hardware complexity for the model • Research about hardware implementation of the model Tools and Language: • API & Library: Tensorflow Keras, scikit-learn, Pytorch, Tensorflow Lite, Pandas, Numpy and others • Language: Python • Applications: Visual Studio Code, Jupyter Notebook
2 Jahre und 2 Monate, Jan. 2017 - Feb. 2019
Co-Founder
Cookants Ltd.
• Lead 25 employees to deliver outstanding output • Secure investment of 30,000 € for the company • Lead the IT team and provide them with Functional requirements document • Developing strategies for the company. • Develop the business from scratch and achieve 600+ loyal customers
Ausbildung von Amit Kumar Roy
4 Monate, Apr. 2021 - Juli 2021
Embedded Systems Laboratory
Technical University of Kaiserslautern
• Design, Implementation, Synthesis and Test of Embedded Systems • Tools: Xilinx Vivado HLs, git • Language used: VHDL and assembly • Developing hardware and software for the target platform (RISC CPU, called LT16x32) in a Linux environment and testing the designs. • Lab Project: Designing clients in a distributed system in which the communication between clients is established based on the CAN bus protocol.
6 Monate, Okt. 2020 - März 2021
Verification of Digital Systems Laboratory
Technical University of Kaiserslautern
• Property checking of digital systems by using property checking language SVA • Tool: OneSpin 360 DV • Completeness check of property set by using case split test, determination test, reset test and successor test
Bis heute 5 Jahre und 3 Monate, seit Apr. 2019
Electrical and Computer Engineering
Technische Universität Kaiserslautern
Sprachen
Englisch
Fließend
Deutsch
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