About Me
Hello, I am Sami Melhem
Hi, I'm Sami Melhem, I'm entering my senior year at Texas A&M majoring in Computer Science, with an emphasis in Data Science, and a minor in Cybersecurity. During my time at A&M academically, I focused on machine learning, big-data analytics, and AI workflows where I've worked with 2 different startups on AI workflow products and recyclable battery material optimization pipelines.
I also work as an AI conversational developer & undergraduate researcher for the college of visualization where I develop tools for SANE Nurses at the Texas A&M Medical School. I blend my technical work with creative problem-solving in creating usable products for anyone to use in everyday life so I can not only improve productivity, but help others improve their life situations as well.
Skills & Expertise
Programming Languages
Python (Advanced), JavaScript (Advanced), HTML/CSS (Advanced), SQL (Advanced), C++ (Intermediate), Java (Intermediate), Go (Beginner), Rust (Beginner), R (Beginner)
Frameworks & Libraries
React.js, Node.js, TypeScript, Next.js, Flask, Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow, PyTorch, FastAPI
Tools & Platforms
Git, Docker, Postman, Electron, Vercel, Power BI, Tableau, Visual Studio Code, PyCharm, IntelliJ, Cursor, Pytest, CLI
Cloud & Databases
AWS, GCP, MySQL, PostgreSQL, Linux, Firebase, NoSQL, SQLAlchemy, ChromaDB
AI & Data Science
Machine Learning, Computer Vision, Statistical Modeling, Feature Engineering, A/B Testing, Data Visualization, Embedding Generation, Prompt Engineering, Gemini 2.5 Flash-Lite, tiktoken
APIs & Integrations
Notion API, REST APIs, WebSocket APIs, Authentication Systems, Third-party Integrations
Methodologies
Agile, Waterfall, Scrum, Physics-Informed Neural Networks (PINNs), ETL Pipelines
Education & Background
Texas A&M University
Master of Science in Computer Science (Expected May 2027)
GPA: 4.0/4.0
Bachelor of Science in Computer Science (Expected May 2026)
Minor: Cybersecurity | Emphasis: Data Science | GPA: 3.8/4.0
Relevant Coursework: Machine Learning, Artificial Intelligence, Data Structures & Algorithms, Database Systems, Cloud Computing, Data Visualization, Cryptography, Cybersecurity Risk Management
Honors & Awards
• Michelle '88 & Todd Steudtner '87 Scholarship (2025-2026, 2026-2027)
• Michael '78 & Dianne '79 Pfister Endowed Scholar (2024-2025, 2025-2026)
• Best Juniors at ACPC Spring Competition (Spring 2025)
• Distinguished Student (Fall 2024)
Leadership & Activities
Music Leadership
• Principal Clarinet - TAMU Wind Symphony
• Principal Clarinet - TAMU Chamber Orchestra
• Vice President - Carnival of Animals (2025)
• Treasurer & Secretary - Carnival of Animals (2024)
Technical Leadership
• Projects Officer - Aggie Data Science Club (2024-2025)
• Project Manager - Aggie Data Science Club
• Member - Aggie Competitive Programming Club
Professional Documents
Interested in learning more about my professional background and experience? Download my resume and CV for detailed information about my projects, skills, and achievements.
Research & Publications
I've conducted research in artificial intelligence and machine learning, particularly focusing on Large Language Models and their applications in engineering education. My research has been accepted for presentation at major academic conferences.
An Assessment Of ChatGPT 4o Performance on Mechanical Engineering Concept Inventories
2025 ASEE Annual Conference & Exposition (Accepted June 15, 2025)
Co-authored with Dr. Rujun Gao, Hillary E. Merzdorf, Xiaosu Guo, Dr. Kristi J. Shryock, and Prof. Arun R Srinivasa. This research evaluates ChatGPT-4o's performance on mechanical engineering concept inventories, examining AI's potential and limitations in engineering education support.
Download Research PaperMedia & Speaking Engagements
I've been featured in various media outlets and speaking engagements, sharing insights on AI in education and innovative learning methodologies that bridge technology and pedagogy.
Featured in Nature - AI in Education
Nature (March 2025)
Featured in Nature's comprehensive article on how students are creatively using ChatGPT and AI tools for learning, highlighting innovative approaches to AI-assisted education and the "priming" methodology.
Read ArticlePublic Speaking - University of Illinois Urbana-Champaign
UIUC Graduate Students (March 2024)
Presented to 100+ graduate students on practical AI applications in education, demonstrating the "priming" methodology and innovative ways to leverage ChatGPT for academic success.
View DetailsFeatured in AI x Education Newsletter
AI x Education Substack (February 2024)
Featured in the "Efficiency vs Ethics of AI in Education" newsletter, sharing insights on the "priming" methodology and how students can effectively use AI tools for academic preparation while maintaining authentic learning experiences.
Read NewsletterBeyond Code
Music
Principal Clarinet at TAMU Wind Symphony & Chamber Orchestra
Fitness
Weightlifting enthusiast & strength training
Pickleball
Weekend warrior on the courts with friends
Travel
Recent adventures: Spain, Mexico, Arkansas
Recent Adventures
Spain
Performance Tour
Cancun
Beach Getaway
Arkansas
Nature and State Exploration
"I believe in the power of technology to solve real-world problems and make a positive impact on society. Through my work with startups, research labs, and various projects, I strive to create solutions that not only improve productivity but also help others improve their life situations."