Professional Overview
Shashank Mishra is an AI Research Scientist currently working at the Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI), located in Kaiserslautern, Rhineland-Palatinate, Germany. He has been in this position since April 2023. Prior to joining DFKI, Shashank served as a Research Assistant at Fraunhofer ITWM and the University of Kaiserslautern, where he focused on the development of algorithms utilizing Natural Language Processing (NLP) and Deep Learning models.
Academic Background
- Master of Science (M.Sc.) in Intelligent Systems and Scientific Computing
Technical University Kaiserslautern, Germany
- Bachelor of Engineering (B.E.) in Computer Science and Engineering
Gyan Ganga Institute of Technology & Management, India
Professional Experience
Shashank has a diverse background in both academia and industry:
- AI Research Scientist at DFKI
April 2023 - Present
- Focused on computer vision, deep learning, and natural language processing (NLP)
- Specializes in sensor fusion, object detection, and 3D semantic reconstruction
- Research Assistant at Fraunhofer ITWM and University of Kaiserslautern
- Worked on time-series forecasting and NLP for the energy industry
- Developed predictive maintenance solutions
- Team Lead and Module Lead at Persistent Systems
- Led a team of software professionals in software development projects
Research Contributions
Publications
Shashank Mishra is a published researcher with significant contributions to computer vision and data augmentation:
1. RC-BEVFusion: A Plug-In Module for Radar-Camera Bird’s Eye View Feature Fusion
- Published in: DAGM 2023
- Contributors: Lukas Stäcker, Shashank Mishra, Philipp Heidenreich, Jason Raphael Rambach, Didier Stricker
2. Towards Robust Object Detection in Floor Plan Images: A Data Augmentation Approach
- Published in: Applied Sciences (MDPI), November 2021
- Contributors: Shashank Mishra, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal
Shashank's Master's thesis introduced an innovative architecture, “RC-BEVFusion,” for 3D object detection using sensor fusion from birds-eye view camera images and radar sensors. This architecture achieved commendable results in the nuScenes detection benchmark.
Contact Information
- Email: Shashank.Mishra@dfki.de
- LinkedIn: [Shashank Mishra on LinkedIn](https://de.linkedin.com/in/shashank-mishra-73190b18)
Specializations and Interests
Shashank Mishra has an extensive interest and expertise in:
- Computer Vision
- Deep Learning
- Natural Language Processing
- Sensor Fusion
- Object Detection
- 3D Semantic Reconstruction
- Predictive Maintenance Solutions
His work is geared towards solving real-world problems with advanced AI and data science techniques, showcasing a robust application of academic knowledge to industrial challenges.
By leveraging Shashank’s rich expertise in artificial intelligence and his contributions to key research areas, there are significant opportunities to explore collaborative and innovative projects within the AI landscape.
