Balaka Dutta
Angestellt, Research and Development Engineer, inuTech GmbH
Nuremberg, Bavaria, Deutschland
Über mich
An enthusiastic Computational Engineering graduate, actively pursuing employment in the field of Data Science, Data Analytics, and Machine Learning. A confident person with experience in developing Deep Learning, Machine Learning, and Computer Vision pipelines with Python and its related frameworks - PyTorch and TensorFlow. Have essential expertise in UI development with Angular JS and CSS. Have 3+ years of experience at Siemens Healthineers in a Project Management Assistance role, where I extensively used Microsoft Power BI, Excel, MS Teams, and Azure DevOps, Excellent problem-solving, analytical, and communication skills with a team-oriented attitude.
Werdegang
Berufserfahrung von Balaka Dutta
Bis heute 11 Monate, seit Juli 2023
Research and Development Engineer
inuTech GmbH
AI Developer: • Developing and refining Graph Neural Network (GNN) models integrated with Finite Element Method (FEM) simulations to accurately predict component strength, continuously improving accuracy by 35%. C# Developer: • Collaborating with UI/UX designers to implement design system standards for a consistent and visually appealing user interface. • Optimizing Blazor application performance through code refactoring and asynchronous programming techniques.
Python Devloper for BMW Group • Deployed updated software to the system with E-Sys and perform a test cycle for network provisioning • Automated functional test cases with python scripts and control code version with Git • Maintained efficient communication between relevant stakeholders to ensure the proper closure of defects • Execute end-to-end test life cycle using test data management tool (Octane and Jira) along with DLT traces
3 Jahre und 3 Monate, Juni 2019 - Aug. 2022
Working Student
Siemens Healthineers
Project Management in AI RAD Companion Integrated various reporting mechanisms from different business streams by creating and maintaining interactive visualizations in Power BI and Azure DevOps. Collaborated with project managers identifying critical metrics and KPIs, through data interpretation analysis, and delivering actionable insights to leadership using BI dashboards. Automated yearly forecasting and actual budget tracking model with Microsoft Excel macro and Visual Basic for Applications.
5 Monate, Nov. 2020 - März 2021
AI Devloper
NETARUS, LLC
Developed AI solutions for detecting shipping container IDs from an image/video stream, delivering a robust pipeline and deploying with AWS SageMaker, by achieving an accuracy of 99% for vertical IDs. Skills: Image processing, Annotation, Object detection, Amazon s3(AWS), YOLO, Mobile V-Net, OpenCV, TensorFlow, Trello
11 Monate, Juli 2015 - Mai 2016
Trainee Associate Consultant
Infrasoft Technologies Limited
Quality Assurance • Collaborated with managers and business partners in an agile development environment for the quality assurance of 5 web-based financial applications • Analyzed, prepared, created, and planned test cases, strategy, and bug discovery, along with database management using Excel and SQL
Ausbildung von Balaka Dutta
3 Jahre und 8 Monate, Okt. 2018 - Mai 2022
MS Computational Engineering
Friedrich-Alexander-Universität Erlangen-Nürnberg
Computational Engineering - Technical Application Field (Digital Signal Processing )
4 Jahre, Aug. 2011 - Juli 2015
BACHELOR IN APPLIED ELECTRONICS AND INSTRUMENTATION ENGINEERING
University Institute of Technology, Burdwan University
Bachelor Thesis: Automated Irrigation with Sun Tracking Solar Cell and Moisture Sensor also Sensor Based Automated Shading of Green House
Sprachen
Deutsch
Grundlagen
Englisch
Fließend