Muhammed Shah
AI Software Engineer
About Me
Bangalore, India
Sites I've worked on:
It all started back in 2014 when I first saw my uncle working his magic with lines of code (lowkey a Tony Stark vibes moment). Since then, I've been hooked on programming!
Fast forward to today, and I'm proud to be working in the dynamic field of AI. Through it all, I still keep my uncle's favorite Steve Jobs quote close to heart: "If you're afraid of failing you won't get very far."
Alongside my journey in tech, I’ve always enjoyed graphic design and website design (something I picked up in college and never really stopped doing). I even run a separate site just to showcase some of my design projects.
Muzzammil Studio →My Space View More →
Work Experience View More →
Potentiam Ltd
AI Software Engineer
Sept 2025 - Present
Leading a focused AI team to design and deploy scalable AI solutions across multiple projects, while also creating and delivering training programs to help the company build AI skills and adoption.
Junior AI Software Engineer
Sept 2024 - Sept 2025
Building and optimizing applications using LLMs or SMLs for different departments and also integrating AI architectures for secure, scalable deployment.
AI Trainee Engineer
Sept 2023 - Sept 2024
Collaborated directly with the Global CIO and Founder on AI-driven initiatives, focusing on open source AI R&D, pilot implementations and cybersecurity operations.
Wipro Ltd
AI Intern
Mar 2023 - Jun 2023
Developed a pilot for interactive data insight conversations and researched AI observability, ML monitoring, root cause analysis, anomaly detection, and capacity forecasting.
Work Projects View More →
Private Enterprise GPT →
Designed, configured, and deployed a secure in-house Private GPT system on Ubuntu with Nginx reverse proxy, SSL, and custom domain mapping. Integrated Microsoft OAuth authentication to ensure access only to company users, automated backend services for resilience, and enabled GPU powered remote access via VNC. Migrated all AI interactions in-house, ensuring full data privacy and operational reliability.
AI Search →
Developed an AI powered search widget with an “Ask AI” feature for instant, accurate querying of company salary and HR data, leveraging a RAG system with FAISS embeddings, LangChain orchestration, and Llama3.x models. Optimized embedding accuracy, reduced hallucinations, and introduced caching for speed, deploying the solution as a JavaScript widget via IIS for seamless internal integration.
Intelligence Framework →
Engineered an all-in-one intelligence framework for HR and Talent Acquisition, featuring a LLM driven resume reviewer, job spec generator, chatbot, and resume formatter with advanced UI and batch processing. Utilized local LLMs via Ollama, LangChain pipelines, and MongoDB for fast, secure, and accurate candidate evaluation, automation, and internal data generation.
Chatbot Development →
Led the creation of an advanced company chatbot widget, powered by a proprietary SLM trained on internal data and later enhanced with LLM (Ollama) fallbacks. Delivered features like file downloads, speech-to-text, custom UI, and robust conversational management. Migrated from Rasa Open Source to Rasa Pro CALM for advanced context switching and ensured scalable, low latency responses for dynamic business needs.
Skills
Programming Languages:
ML & DL Frameworks:
AI Architectures:
AI Techniques:
AI Applications:
Vector Databases:
Data Engineering & Analysis:
AI Deployment & MLOps:
AI Tools & Platforms:
Certifications View More →
Agentic AI
Issued by DeepLearning.AI - Nov 2025
MCP: Build Rich-Context AI Apps
Issued by DeepLearning.AI - Sept 2025
Open Source Models with Hugging Face
Issued by DeepLearning.AI - Aug 2024
Prompt Engineering for Developers
Issued by DeepLearning.AI - Aug 2024
Build LLM Apps with LangChain.js
Issued by DeepLearning.AI - July 2024
Developing AI Applications with Python and Flask
Issued by IBM - Mar 2024
Generative AI with Large Language Models
Issued by Coursera - Feb 2024
Career Essentials in Generative AI
Issued by Microsoft and LinkedIn - Jul 2023
Personal Projects View More →
Chat AI →
Built and deployed a React-based AI assistant on my personal website using the AI SDK, enabling multi-step reasoning, tool use, and real time responses with seamless UI/UX and dynamic knowledge updates.
Road to AI →
Developed a comprehensive documentation site covering practical neural network and GPT model implementations, foundational ML concepts, and advanced topics like transformers and tokenization, using Python and PyTorch.
Transformer Model: GPT →
Created a GPT style transformer in PyTorch from scratch, progressing from a simple bigram model to a full transformer with multi-head attention, feedforward layers, and text generation capabilities.
Neural Networks: Makemore →
Built neural networks of different language models progressing from a basic bigram and MLP-based character level predictor to deeper architectures with batch normalization, manual backpropagation, and a WaveNet inspired convolutional network.
Neural Networks: Micrograd →
Built a neural network library from the ground up in Python, implementing backpropagation, gradient descent, and autograd features to understand neural network fundamentals.
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.