Computer Scientist building AI-ready systems
I am Muhammad Nouman Hafeez, focused on scalable AI products, MLOps pipelines, data-driven applications, and full-stack systems that are reliable enough for real users.
AI Systems
LangChain, NLP, ML
MLOps
Docker, CI/CD, Monitoring
Data
EDA, Pipelines, Dashboards
$ deploy ai_system --ready
status: production mindset
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About Me
Muhammad Nouman Hafeez
Computer Scientist
Final year Computer Science student at FAST NUCES Islamabad who solves complex problems with code and creative engineering. I love to design AI-driven, data-centric, DevOps-enabled solutions that are intelligent, scalable, and deliver real-world impact.
I aim to merge AI, full-stack development, and data science to build value-driven, future-ready solutions that make a difference in the real world.
Education
BS in Computer Science
Specializing in Artificial Intelligence, Data Science, and Full-Stack Engineering
Areas of Interest
Experience
Professional Experience
Full Stack AI Intern
AIM Lab- Implementing supervised and unsupervised learning models with advanced ML pipelines
- Developing AI-powered investment advisory platform for Pakistan Stock Exchange using LangGraph, LangChain, Flask API, and React frontend with real-time analysis and news integration
AI ChatBot Development Intern
UrduX- Built and deployed an LLM-based AI ChatBot with full-stack integration and scalable cloud architecture
- Applied NLP and ML techniques to enhance conversational AI systems
Teaching Experience
Lab Demonstrator – Database Systems
FAST NUCES Islamabad- Conducted practical sessions on relational databases and SQL
- Supported students with schema design and query optimization
Lab Demonstrator – Operating Systems
FAST NUCES Islamabad- Guided students in systems programming and OS concepts
- Supervised hands-on labs on process synchronization and memory management
Teaching Assistant – Numerical Computing
FAST NUCES Islamabad- Assisted students with algorithmic implementation of numerical methods
- Supported instructional and grading tasks
Teaching Assistant – Differential Equations
FAST NUCES Islamabad- Conducted tutorials and provided academic support in applied mathematics
- Provided continued assistance in understanding and solving mathematical problems
Featured Projects
A focused selection of systems across AI/ML, MLOps, data engineering, full-stack development, networking, and low-level programming.
CORAL - Urdu ASR Post-Processing Platform
Final Year Project: a five-stage Urdu ASR post-processing platform that converts noisy ensemble speech-recognition outputs into a single cleaner Urdu transcript, reducing Word Error Rate by up to 46.5% relative without retraining acoustic models.
BullBearPK - AI Investment Advisory Platform
AI-powered investment advisory platform for Pakistan Stock Exchange with real-time analysis and news integration. Built using LangGraph and LangChain with Pythonic backend (Flask API) and React frontend.
Stockify - CI/CD with Jenkins & Stock Prediction
Complete CI/CD pipeline using Jenkins with GitHub webhook integration and containerized multi-component architecture. Full-stack stock prediction application with 3-day moving average algorithm.
MLOps Inference Pipeline with Monitoring
Production-grade MLOps pipeline with automated model training, FastAPI inference API, and comprehensive monitoring stack using Prometheus, Grafana, and Alertmanager.
Toffee Data Exploration - EDA in Python & Tableau
Exploratory Data Analysis (EDA) of a toffee dataset using Python (pandas, matplotlib, seaborn) and Tableau. Relationships between sugar content, price, and popularity with scatter plots, pair plots, box plots, bar charts, and dashboards.
Weather ETL Pipeline - Apache Airflow
Production-ready, scalable ETL pipeline for real-time weather data collection, transformation, and storage using Apache Airflow, PostgreSQL, and Docker.
Technical Skills
Programming Languages
Frameworks & Libraries
DevOps & Tools
Databases
Domains
My Work & Experience
Roles, collaborations, and learning environments.
UrduX - AI Voice Solutions
Developed AI-powered phone call system, voice bots, and chatbots for urdx.tech. Built intelligent conversational AI systems that can handle natural language processing in multiple languages, enabling automated customer service and voice interactions. Created scalable voice bot infrastructure for handling real-time phone conversations.
Certifications & Badges
Professional certificates and credentials from Coursera, Credly, and industry partners.
Get In Touch
I'm currently exploring new opportunities and my inbox is always open. Whether you have a project in mind, want to collaborate, or simply want to connect, I'd love to hear from you.
Location
Rawalpindi, Punjab, Pakistan