Debayan Sen Email and Phone Number
As a Research Associate at IMLA, I am currently working on Computer Vision and MLOps. With a robust background in the field of AI and more than two years of hands-on experience since completing my master's degree, I am passionate about leveraging cutting-edge technologies to drive innovation. I am an experienced specialist with a master's degree in Computer Science from the University of Freiburg, Germany. My professional journey has been marked by a commitment to pushing the boundaries of AI, particularly in the areas of Machine Learning, Deep Learning, Computer Vision, and Full-Stack Product Development. My diverse skill set also includes proficiency in Python, C++, and Advanced Databases.I am passionate about empowering the world through technology and doing focused research and development work that enhances my skills and provides me with exposure and challenges. I am also a team player and am open to suggestions and insights from everyone. When I am not working or studying, I enjoy playing guitar, doing outdoor sports, and traveling. I love meeting new people and learning new things, so please feel free to say hello and share a story with me.
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Research AssociateInstitute For Machine Learning And Analytics May 2024 - PresentGermany- Implementing AI-based computer vision solutions for ensuring food quality, optimizing resource efficiency in meat production, and enhancing animal welfare by identifying violations in husbandry conditions.- Developing a service platform for hosting AI services and integrating different ERP solutions for small-scale craftsman companies. -
Research AssociateFraunhofer Ipm Mar 2022 - Feb 2024Freiburg, Baden-Württemberg, Germany- Designed a model in collaboration with a telecom partner to efficiently predict the housing details for optical fiber installation.- Deployed a ROS-based real-time 3D segmentation system by utilizing LIDAR sensor data and camera images for enhanced AI applications in autonomous surveillance vehicles. - Trained a Siamese Network to reliably distinguish wood logs based on their unique annual ring patterns, robust to surface damage and varying processing conditions. -
Master Thesis ProjectFraunhofer Ipm Mar 2021 - Aug 2021Freiburg, Baden-Württemberg, GermanyTopic: OptiCork - A Computer Vision approach for detecting anomalies on Cork disk (Grade: 1.3)- Developed an image processing pipeline to process cork disk images for quality classification, defect detection, and segmentation, leveraging Mask R-CNN, and U-Net.- Worked on an ensemble approach to combine predictions from multiple models for better segmentation and fewer false positives, achieving a mean IoU score of 0.772 and a Dice Score of 81.9% on the test dataset.
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Research AssistantFraunhofer Ipm Sep 2019 - Feb 2021Freiburg, Baden-WürttembergPart of the optical surface analysis (OOA) group for the development of surface inspection devices. Key responsibilities included:- Worked on GUI (Graphical User Interface) development with Qt to develop an interface for the sensor-based monitoring of cleaning needs in closed production facilities.- Worked on resolving delays in image communication between the Client Software and a Particle detection camera device with NanoPi circuit board, by applying compression techniques.
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Research AssistantThe University Of Freiburg Jan 2020 - Mar 2021Freiburg, Baden-Württemberg, GermanyPart of the tutor team at the Chair of Databases and Information Systems. Key responsibilities included:- Tutored a class of 30 students for the subject Databases and Information Systems (Winter Semester 2020).- Worked on the optimization of acyclic SPARQL queries using semi‑join algorithms on PostgreSQL. -
Software DeveloperPolaris Networks Jul 2016 - Aug 2017Kolkata- Worked on NETEPC, Functional Tester and end-to-end simulation of a 4G/5G Network using C++.- Involved in feature development of the emulator NetTest Console using C and SQLite.- Worked on frontend GUI development of emulator NetTest Console using Tcl/Tk -
Software EngineerMaq Software May 2015 - Jul 2015Hyderabad- Worked on application development using C#, Microsoft SQL Server, and Sharepoint Server.- Designed and implemented ETL packages using Microsoft SSIS to efficiently extract customer details from diverse Flat File sources, transforming and loading the data into a Microsoft SQL Server database.- Collaborated in the development of a chat application using MEAN stack and PHP for server-side scripting.
Debayan Sen Skills
Debayan Sen Education Details
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St. Augustine'S Day School93.8%
Frequently Asked Questions about Debayan Sen
What company does Debayan Sen work for?
Debayan Sen works for Institute For Machine Learning And Analytics
What is Debayan Sen's role at the current company?
Debayan Sen's current role is Research Associate at Institute for Machine Learning and Analytics | Computer Vision & Deep Learning Expert.
What schools did Debayan Sen attend?
Debayan Sen attended The University Of Freiburg, National Institute Of Technology Durgapur, St. Augustine's Day School.
What are some of Debayan Sen's interests?
Debayan Sen has interest in Education, Environment, Poverty Alleviation, Science And Technology, Human Rights, Animal Welfare, Arts And Culture, Health.
What skills is Debayan Sen known for?
Debayan Sen has skills like C, C++, Java, Data Structures, Algorithm Analysis, Html, Css, Javascript, Jquery, Php, Dbms, Mysql.
Who are Debayan Sen's colleagues?
Debayan Sen's colleagues are Tobias Lauer.
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