Israt Jahan Tulin

WORK HISTORY

EDUCATION

ABOUT ISRAT JAHAN TULIN

I am a passionate researcher with a Master’s degree in Computational Modeling and Simulation from Technische Universität Dresden, specializing in machine learning, computer vision, and high-performance computing. My primary focus lies in developing AI-driven solutions for healthcare, emphasizing medical image analysis and machine learning models that enhance diagnostic and therapeutic decision-making. With hands-on experience in advanced research projects, I have worked on tasks such as pancreatic tissue classification using IR spectroscopy to assist in cancer diagnosis and surgical planning. I bring expertise in deep learning frameworks like TensorFlow, PyTorch, and Keras, along with proficiency in Python, C++, and MLOps tools such as GitLab, CI/CD, and DVC. Beyond healthcare, I have contributed to diverse domains, including autonomous transport systems, robotics, and virtual/augmented reality applications. I have developed object detection models for automotive safety and created Unity and Unreal Engine simulations for gesture-based interaction with 3D medical images. My interdisciplinary collaborations with clinicians and researchers have strengthened my ability to translate complex technical concepts into practical, impactful solutions. I am motivated by the opportunity to bridge technology and societal challenges, particularly in responsible AI, digital transformation, and intelligent healthcare systems. Through my academic and professional journey, I aim to leverage AI and machine learning to drive transformative advancements in medicine, transportation, and beyond.