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Latest News

  • July 2025 — Movie Sentiment Prediction Microservice
    Developed the Movie Sentiment Prediction Microservice which delivers an end-to-end workflow—from raw data to live inference—so you can develop, deploy, version, and monitor sentiment models in production with confidence.

  • July 2025 — Paper Accepted for publication through IEEE ITSC 2025
    My paper “Self-supervised Driver Distraction Detection for Imbalanced Datasets” got accepted for publication and presentation as full paper in the IEEE 28th International Conference on Intelligent Transportation Systems (ITSC 2025).

  • December 2024 — VoxelNeXt Deployed for Industrial LiDAR
    Trained VoxelNeXt on Pandaset and contributed to the deployment of VoxelNext for inference, improving 3D object detection in urban scenarios for industrial LiDAR applications.

  • October 2024 — Developed and Deployed RAG-based LLM Chatbot
    Built a scalable, context-aware chatbot using NVIDIA NIM, RAG, and RAPTOR for interactive PDF querying in research workflows.

  • September 2024 — Demonstrated Advanced Occupant Monitoring System at KARLI Final Event
    Led technical demonstrations of a Level 3 Mercedes-Benz Advanced Occupant Monitoring System, communicating its machine learning pipeline and real-world relevance to investors, scientists, and public sector officials.

  • September 2024 — CFW Algorithm Showcased at KARLI Final Event
    Presented my novel Clustered Feature Weighting (CFW) algorithm for long-tailed datasets to academic and industrial stakeholders at the KARLI project closing event.

  • May 2024 — Master’s Thesis Completed at Fraunhofer IOSB
    Successfully defended my thesis “Improved Driver Distraction Detection using Self-Supervised Learning” under the guidance of Prof. Michael Möller, Dr. Jovita Lukasik and M.Sc. David Lerch. Research supported by Fraunhofer IOSB under KARLI project.

  • April 2024 — Delivered Real-Time Object Detection Demo in CARLA
    Deployed a fine-tuned YOLO11-m model in CARLA simulator for real-time 2D object detection using multi-sensor simulation data.

Jul 31, 2025 Project Alert: Developed the Movie Sentiment Prediction Microservice which delivers an end-to-end workflow—from raw data to live inference—so you can develop, deploy, version, and monitor sentiment models in production with confidence.
Jul 07, 2025 Publication Alert: My paper “Self-supervised Driver Distraction Detection for Imbalanced Datasets” got accepted for publication and presentation as full paper in the IEEE 28th International Conference on Intelligent Transportation Systems (ITSC 2025).
Sep 19, 2024 KARLI Final Event: Led technical demonstrations of a Level 3 Mercedes-Benz Advanced Occupant Monitoring System, communicating its machine learning pipeline and real-world relevance to investors, scientists, and public sector officials.