Muhammad Sami Ullah

PROFESSIONAL PROFILE Final-year Computer Science student at NUST with a strong inclination toward product research, customer discovery, and tech- driven problem solving. Experienced in machine learning, blockchain systems, and full-stack development through internships and research-oriented projects, including an LLM-based clinical decision support system. Backed by five-plus years of freelance writing and marketing consultancy, bringing a rare blend of technical execution, user insight, and communication clarity. Proven leadership in high-impact university events and cross-functional collaboration, with long-term interests in AI, LLMs, and scalable digital products. EDUCATION Bachelor of Science in Computer Science SEECS , Islamabad , 2.58 (4) INTERNSHIP EXPERIENCE AgriStreams 07-Jun-2025 - 01-Sep-2025 Hands-on Experience in designing, implementing, and optimizing blockchain for private blockchain networks for banking and e- commerce applications Image Analysis Lab 08-Jun-2024 - 08-Aug-2024 Machine Learning Internee Designing, implementing, and optimizing advanced machine learning algorithms for image analysis. NK Internationals 08-Aug-2022 - 25-Jan-2026 Virtual Assistant Work • Remote Handling of Karachi Staff. • Stakeholder Coordination and handling real users FINAL YEAR PROJECT Medlingo-Medical LLM with Mixture of Experts MedLingo is a clinical decision-support system that uses a Mixture-of-Experts (MoE) framework with specialized models for different medical domains. By integrating text, imaging, and electronic health records, it delivers accurate, scalable, and context-aware insights to support reliable healthcare decision-making TECHNICAL EXPERTISE Machine Learning & Applied AI Experience in designing, implementing, and optimizing machine learning models for real-world problems. Hands-on work includes image analysis pipelines, clustering-based recommender systems, and applied research projects, with exposure to deep learning concepts through academic training and internships. Blockchain Development Practical experience in blockchain fundamentals and private blockchain systems through internship work. Involved in designing, implementing, and optimizing blockchain-based solutions with a focus on system efficiency and real-world applicability. Data Structures & Algorithmic Problem Solving

Final-year Computer Science student at NUST with a strong inclination toward product research, customer discovery, and tech- driven problem solving. Experienced in machine learning, blockchain systems, and full-stack development through internships and research-oriented projects, including an LLM-based clinical decision support system. Backed by five-plus years of freelance writing and marketing consultancy, bringing a rare blend of technical execution, user insight, and communication clarity. Proven leadership in high-impact university events and cross-functional collaboration, with long-term interests in AI, LLMs, and scalable digital products.