Hi, I'm Fahimuddin
MSc Artificial Intelligence – FAU Germany
I build intelligent systems and robust software. Passionate about machine learning, computer vision, and scalable engineering.
About Me
I am a master's student in Artificial Intelligence at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU). My academic and professional journey revolves around solving complex problems using modern machine learning techniques and scalable software architectures. I focus on developing clean, well-tested solutions with an emphasis on performance and reliability.
Featured Projects
Developed a computer vision system that assists radiologists in detecting anomalies in X-ray imaging using fine-tuned ResNet architectures.
An open-source toolkit to automatically refine and optimize prompts for multilingual LLMs, reducing token count and improving inference accuracy.
Research Highlights
Evaluating Zero-Shot Capabilities of Small Language Models in Medical QA
2024This paper investigates the performance of sub-7B parameter models on specialized medical question-answering datasets, proposing a novel retrieval-augmented approach to mitigate hallucinations without fine-tuning.
Robust Feature Extraction in Low-Light Computer Vision
2023A comparative study of contemporary feature extraction techniques applied to exceptionally low-light environments, introducing a synthetic dataset for benchmarking autonomous vehicle perception.
Federated Learning for Privacy-Preserving IoT Systems
2023We propose a localized gradient aggregation algorithm that significantly reduces communication overhead while maintaining differential privacy for resource-constrained IoT edge devices.
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