Debayan Sen Email & Phone Number

Freiburg, Bw, De

Germany

- 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.

Freiburg, 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.

Freiburg, Baden-Württemberg, Germany

Topic: 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.

Freiburg, Baden-Württemberg

Part 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.

Freiburg, Baden-Württemberg, Germany

Part 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.

Kolkata

- 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

Hyderabad

- 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.

Master'S Degree, Computer Science, 1.8

Master Thesis: OptiCork - A Segmentation-Based Computer Vision Approach for detecting anomalies on Cork Disk Surfaces (Grade: 1.3) Key.

Bachelor'S Degree, Information Technology, 8.43

Activities and Societies: Music Club, GamingKey Courses: - Algorithms - Data Structures - Object-Oriented Programming - Database.

High School Diploma, Science, 93.8%