Sourajyoti Datta
Bis 2022, Computer Science, Technische Universität Kaiserslautern
Künzell, Deutschland
Über mich
Experienced and skilled Machine Learning Engineer and Data Scientist with a Masters in Aritificial Intelligence with 9+ years of experience in Data Science (Data Engineering, Analytics, Machine Learning, Visualization, Software development). I have extensive experience in a range of Statistical Analysis, Machine Learning and Deep Learning techniques and algorithms, including Convolution Neural Networks (CNN), Recurrent Neural Networks (RNN), Natural Language Processing (NLP), Large Language Models (LLMs), Ensemble Learning and Sequence Learning. In this domain, I have primarily worked with Python, R, and SQL. I hold experience in end-to-end data science projects, that consisted of designing and developing production level data warehouses and pipelines, performing Exploratory Data Analysis (EDA), developing validating and deploying machine learning models (MLOps) and code (DevOps), and designed dashboards for business users.
Werdegang
Berufserfahrung von Sourajyoti Datta
10 Monate, Okt. 2022 - Juli 2023
Machine Learning and Software Developer
AeroSys AG
1 Jahr und 4 Monate, Juni 2021 - Sep. 2022
Werkstudent
Eurex Clearing AG
Development and Testing of Financial and Project Management applications: - Requirement analysis, analysis of required and available data, designing logic, data and analytics workflows, building applications and dashboards. - Use of Python (PyCharm, Jupyter, Zeppelin, Pytest-bdd) and Microsoft tools (Excel, Power BI, PowerApps)
Development of a Deep Learning framework in network communication for encoding/decoding/error-correction, using sequence learning. - Exploratory analysis of sequence data, designing experiments, designing deep learning architectures (CNNs, RNNs, AutoEncoders) - Use of Python Data Science Ecosystem Development of other Python based applications: - Migration of MATLAB based LTEV2V simulator to python. - Development of several log parsers to generate data for downstream machine learning tasks.
End-to-end Data Science roles for various commercial clients and projects: - Analyse requirements and conduct feasibility studies - Build use-cases that help organizations monetize their data - Build Proof of Concept projects for capability demonstration - Took Data Engineering roles for building ETL pipelines and workflows - Took Data Scientist roles to perform Exploratory Data Analysis, build Machine Learning models, and dashboards - Built story-lines for explainability of models - Operationalize projects
Big Data Engineering projects in the Financial industry: - Requirements gathering and analysis, involving interaction with client and finalization of specifications - Designing Data Warehouses and Data Marts for scalability and robustness, and capacity planning - Designing, Developing and Unit Testing ETL workflows - Deploying and Archiving ETL packages - Integration and sanity testing of the entire ETL network
Ausbildung von Sourajyoti Datta
3 Jahre und 2 Monate, Okt. 2019 - Nov. 2022
Computer Science
Technische Universität Kaiserslautern
• Grade: 1.5 • Specializations: Intelligent Systems and Visualization and Scientific Computing • Ongoing Thesis: Machine Learning and Deep Learning applications in Bioinformatics
3 Jahre und 11 Monate, Aug. 2008 - Juni 2012
Computer Science & Engineering
West Bengal University of Technology
• Degree Grade Point Average: 8.15 (2.1 in German grading system) • Final year project: Design & Implementation of 8085 Microprocessor Simulator
Sprachen
Englisch
Fließend
Bengali
Muttersprache
Hindi
Fließend
Deutsch
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