// MLOps Engineer

ZAYAN
AHMAD
GHOUS.

$ machine_learning_engineer --ops --scale

I build the infrastructure that takes ML models from experimentation to production designing robust pipelines, automating model deployment, and ensuring models stay reliable at scale.

What I work with

Programming Languages

Building ML pipelines, backend APIs, and optimized algorithms.

Python (ML, APIs) C++ (DSA, Performance) SQL (Data Handling)
Exploratory Data Analysis

Data cleaning, visualization, and feature engineering for ML models.

Pandas NumPy Matplotlib Seaborn
Artificial Intelligence

Developing and training machine learning and deep learning models.

Machine Learning Deep Learning PyTorch
MLOps & Deployment (Learning)

Currently learning model deployment, tracking, and scalable pipelines.

FastAPI MLflow Docker Kubeflow
Tools & Platforms

Version control, experimentation, and data visualization tools.

Git GitHub VS Code Jupyter Power BI Tableau

Projects

Healthcare
Brain Tumor Detection

Developed a deep learning model using tensorflow. Deployed interactive web app using hugging face spaces. Impletemented real-time image prediction system.

Python Matplotlib TensorFlow Convolutional Neural Networks
Healthcare
Diabetes Prediction App

Developed and deployed a real-time ML-based diabetes prediction system with an interactive UI using Gradio on Hugging Face.

Python Scikit Learn Numpy Joblib Gradio
OOP
Smart Habit Tracker

The Smart Habit Tracker is an interactive application built with Object-Oriented Programming (OOP) principles and Streamlit for visualization. It allows users to track habits, visualize progress, and receive tailored habit recommendations.

Python Object Oriented Programming
DataBase
Student Fees Management System

A web application for managing student fees and payments, built with Django.

Python SQL Django Login
Healthcare
Heart Disease Prediction

Developed a machine learning model to predict the likelihood of heart disease based on patient data, achieving 85% accuracy on a dataset patients.

Python scikit-learn Pandas

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GitHub github.com/ZayanAhmadGhous

Education

Current · 4th Sem
Minhaj University, Lahore
BS Computer Science

Studying core CS fundamentals with a focus on machine learning, data systems, and software engineering. Actively building MLOps projects alongside coursework.

CGPA 3.66 / 4.0
Intermediate
Punjab Group of Colleges
ICS — Intermediate in Computer Science

Studied Computer Science, Mathematics, and Physics. Built a strong foundation in programming and analytical thinking.

Matriculation
Government High School
Secondary School Certificate (SSC)

Completed secondary education with a focus on science subjects.