Muzzammil Shah

I like Programming and AI.

Work Experience View More →

Potentiam Ltd

Junior AI Software Engineer

Sept 2024 - Present

Working directly with the executive leadership, developing interfaces and applications that leverage LLM capabilities, while also ensuring smooth integration into custom-developed products that serve clients' needs.

AI Trainee Engineer

Sept 2023 - Sept 2024

Collaborating closely with the Global CIO and Founder/Director of our company, primarily focusing on AI-driven initiatives, while also being mentored to enhance my skills and expertise in the field.

Wipro Ltd

AI Intern

Mar 2023 - Jun 2023

Worked on developing and fine-tuning LLMs using LangChain, implementing a simple Q&A system over documents, optimizing its accuracy, and created an interface using Streamlit.

Work Projects View More →

AI Search

Currently working on the development an AI Search tool that allows for both navigation around the internally developed application and have detailed conversation with the user to provide with the most accurate results for their queries.

Intelligence Framework (LLM Tooling)

Developed a framework application using React and Flask that leverage LLM capabilities powered by the integration of various Open Source Tools and Systems.

Chatbot Development

Spearheaded the development of an intelligent chatbot using Rasa and Flask with integrated Speech-to-Text (STT) and file download features, significantly enhancing the work efficiency of our internal team. This reduced navigation time, data retrieval, and exportation processes to under a minute.

Web Application Development

Led the coordination between management and development teams for different web applications tailored for internal staff. Oversaw client requirement gathering, workflow design, data management, and testing phases.

Certifications View More →

Building Generative AI Applications Using Amazon BedrockExternal Link

Issued by Amazon Web Services (AWS) - Dec 2024

Rasa Developer CertificationExternal Link

Issued by Rasa - Aug 2024

Generative AI with Large Language ModelsExternal Link

Issued by Deeplearning.ai - Feb 2024

Data Science NanodegreeExternal Link

Issued by Prepinsta - Dec 2023

Python NanodegreeExternal Link

Issued by Prepinsta - Oct 2023

Machine Learning NanodegreeExternal Link

Issued by Prepinsta - Aug 2023

Career Essentials in Generative AIExternal Link

Issued by Microsoft and LinkedIn - Jul 2023

Personal Projects View More →

Road to GPTExternal Link

Developed this site as documentation of my learning journey into GPT model implementation, inspired by Karpathy's Neural Networks: Zero to Hero series. It covers foundational concepts and advanced transformer-based architectures, serving as both a personal and shared knowledge base.

Neural Networks - MicrogradExternal Link

Built a neural network from scratch by developing a micrograd library, implementing core concepts like backpropagation and gradient descent following Andrej Karpathy’s methodology.

Neural Networks - Language Models (Makemore)External Link

A hands-on exploration of character-level language models inspired by Andrej Karpathy's approach. This series includes developing foundational ML models, implementing Multilayer Perceptrons based on seminal research papers, and experimenting with advanced techniques like Backpropagation. The journey is ongoing, with deeper dives into language modeling and neural network concepts planned.

Portfolio website with ChatbotExternal Link

Developed a Portfolio site using Flask, HTML, CSS and JavaScript. Along with a functioning chatbot developed using RASA.

Education View More →

MVJ College of Engineering (Affiliated with VTU), 2023 Graduate

BTech - Computer Science

Grade: 9.32 CGPA

Achievements: Top 10 University Rank Holder in CSE Department, Director of Design at TEDxMVJCE, Vice President at Saahitya Literature Club

Primus PU College, 2019 Graduate

PUC - Physics, Chemistry, Math and Computer Science

Grade: 86.5%, Distinction

St.Peter's School, 2017 Graduate

I.C.S.E - Science

Grade: 92.4%

Achievements: Top Rank Holder in Computer Applications.