
A graduate researcher at the University of North Texas, specializing in AI. I've published research, collaborated with national labs, and refined LLMs. I co-founded a successful coding bootcamp, training 450+ students, and interned as a software engineer, building impactful healthcare tech solutions.
Hi, I'm Kareem Shaik, an AI Engineer and Scientist.
My Blogs




Discover the mathematical foundation of machine learning and how it powers intelligent systems. In this blog, I unravel the intricate equations behind the algorithms while sharing my personal journey of exploring, learning, and applying these concepts to real-world problems. Dive in to see how math brings machines to life!
Explore the core principles of data science, from statistics and probability to their connection with machine learning. This blog breaks down how data science works, its real-world applications, and how mastering these foundations unlocks the power of intelligent decision-making in the digital age.
Dive into the world of machine learning and data science with insightful and easy-to-follow posts.
Machine Learning with Math
Data Science Foundations
Experience
Responsible AI Lab
• Authored and published a research paper on advanced AI topics in arXiv and presented at the ICCS 2024 conference in Spain within my first month at the Responsible AI Lab.
• Engaged in a collaborative effort with scientists from Argonne National Lab, Oak Ridge National Lab, and Saint Louis University to develop and test scientific software. Utilized Large Language Models (LLMs) for analyzing large-scale programs and documentation, focusing on a case study of the E3SM project.
• Conducted in-depth studies on Large Language Models, aiming to enhance their accuracy through innovative research methodologies.
• Spearheaded initiatives to refine LLMs by reviewing and integrating findings from hundreds of research papers to develop new techniques for model improvement.
Bootcamp Startup (Owner, Trainer)
• Initiated and led a bootcamp that generated 200,000 INR in revenue within the first three months despite the challenges posed by the COVID-19 pandemic, co-managed with my brother and a friend from NIT, Warangal.
• Educated over 150 students and conducted intensive 2-day workshops for more than 300 students, focusing on programming languages and web and app development.
• Designed and delivered a diverse curriculum covering C++, data structures, Python projects, machine learning principles, data science, and Flutter development, contributing to significant learning outcomes.
MedCords (Software Engineer Intern)
• Engineered and launched responsive user interfaces using Angular, enhancing user satisfaction by 12%, during my tenure at MedCords, a start-up focused on healthcare products in India.
• Collaborated directly with the Chief Technology Officer to deepen my understanding of the company’s technology stack, contributing significantly to both front-end and back-end development of web applications.
• Partnered with the data science team to facilitate the collection and analysis of data, optimizing a tool that manages millions of medical orders, thereby supporting the product management team
About Me
Explore my skills, experiences, and insights through my resume and blogs on research projects and tech.
Bootcamp 2020
Research Projects


S3LLM : Large-Scale Scientific Software
I developed S3LLM, a framework designed to simplify the analysis of large-scale software by utilizing the LLaMA 2 model and RAG techniques. This was demonstrated through the analysis of complex programs like the Energy Exascale Earth System Model (E3SM), which has over a million lines of code. I integrated a feature query language (FQL) to enable easy static code analysis without needing advanced programming skills, allowing users to generate FQL queries from natural language. Additionally, I enhanced S3LLM’s metadata interpretation by supporting formats like DOT and SQL and used advanced LLM techniques to improve document analysis for extracting critical information from complex reports.
Contact Me
Feel free to reach out for collaborations, inquiries, or just to connect. I'm here to share my journey and insights.
KareemBShaik@outlook.com
kareemshaik.com
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