Sourajyoti Datta

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

• Grade: 1.5 • Specializations: Intelligent Systems and Visualization and Scientific Computing • Ongoing Thesis: Machine Learning and Deep Learning applications in Bioinformatics

• Degree Grade Point Average: 8.15 (2.1 in German grading system) • Final year project: Design & Implementation of 8085 Microprocessor Simulator