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noumanic/README.md

Hi, I'm Muhammad Nouman Hafeez

Computer Scientist · Final-year @ FAST NUCES Islamabad
Building scalable AI systems, production MLOps pipelines, and full-stack applications.

Portfolio LinkedIn Email

About me

  • Focus: AI & Data, MLOps, Full-Stack, Data Science
  • Interests: LLMs & NLP, DevOps & MLOps, Cloud, system design, clean code
  • Stats: 2+ years experience · 12+ projects · 30+ technologies

I aim to merge AI, full-stack development, and data science to build value-driven, future-ready solutions. I think in terms of trade-offs: latency vs throughput, clarity vs cleverness, and build vs buy.

Education
Degree BS in Computer Science
Institution FAST NUCES Islamabad
Duration Aug 2021 – Present
CGPA 3.15 / 4.00
Focus AI, Data Science, Full-Stack Engineering

Experience

Internships

  • Full Stack AI Intern · AIM Lab · Jun 2025 – Aug 2025
    AI-powered investment advisory for Pakistan Stock Exchange (LangGraph, LangChain, Flask, React).
    → bullbearpk

  • AI ChatBot Development Intern · UrduX · Jul 2024 – Aug 2024
    LLM-based AI ChatBot with full-stack integration and scalable cloud architecture (NLP, ML).
    → HarmonyBot

Teaching

  • Lab Demonstrator · Database Systems & Operating Systems · FAST NUCES · Jan 2025 – Jun 2025
  • Teaching Assistant · Numerical Computing & Differential Equations · FAST NUCES · Aug 2024 – Jan 2025

Tech stack

Languages: Python · JavaScript · Java · C/C++ · SQL

Frameworks & libraries: React · Node.js · Flask · Express · FastAPI · TensorFlow · PyTorch · Scikit-learn · LangChain

DevOps & tools: Docker · Kubernetes · Jenkins · Prometheus · Grafana · Git · Linux · AWS · Terraform · Apache Airflow

Databases: MongoDB · MySQL · PostgreSQL

Domains: Full-Stack · AI/ML · Data Science · DevOps & MLOps · Cloud · LLMs & NLP

Featured projects

Project Description
BullBearPK AI investment advisory for PSX — LangGraph, LangChain, Flask, React
MLOps Inference Pipeline FastAPI inference + Prometheus, Grafana, Terraform, AWS EC2
Stockify CI/CD with Jenkins, Docker Compose, React, Flask, MySQL
Weather ETL Apache Airflow ETL for real-time weather data, PostgreSQL, Docker
Toffee EDA EDA in Python (pandas, seaborn) and Tableau — dashboards & analysis
OS CLI Chat IPC chat in C using Named Pipes (FIFO)
Concurrent TCP Chatroom Multi-threaded TCP chat in C with pthread
Conway's Life Game of Life in C with OpenMP and SDL2
QR Code Generator Web & CLI QR generator — Node, Express, PNG/SVG/PDF/EPS
Digital Signature System SHA-256 + RSA signing and verification in Python

More on my portfolio and repositories.

Connect

MNH · Fastian · Computer Scientist · AI & Data · MLOps · Full-Stack

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  1. bullbearpk bullbearpk Public

    AI-powered investment advisory platform for Pakistan Stock Exchange with real-time analysis and news integration.

    Python 1

  2. enterprise-network-design enterprise-network-design Public

    Enterprise network design and simulation using Cisco Packet Tracer, featuring VLSM-based IP planning, multi-protocol routing (OSPF, EIGRP, RIP), route redistribution, DHCP, NAT, ACLs, and a documen…

    HTML

  3. fake-news-detection-using-dvc-and-mlflow fake-news-detection-using-dvc-and-mlflow Public

    A complete MLOps pipeline for fake news detection using DVC for data versioning and MLflow for experiment tracking. Features Logistic Regression and Naive Bayes models, Flask web interface, and com…

    Python

  4. mlops-inference-pipeline mlops-inference-pipeline Public

    Production-ready MLOps inference pipeline with comprehensive monitoring, alerting, and AWS deployment. Features FastAPI ML service, Prometheus/Grafana observability, Slack alerts, automated model r…

    Python

  5. Trackify Trackify Public

    Time tracking app: projects, tasks, timer, manual entry, and reports. PHP + MySQL + vanilla JS.

    CSS

  6. weather-etl-airflow-pipeline weather-etl-airflow-pipeline Public

    Production-ready ETL pipeline for real-time weather data using Apache Airflow, PostgreSQL, and Docker. Built for MLOps with comprehensive testing, monitoring, and data quality validation.

    Jupyter Notebook