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Muhammad Ali Syed
Muhammad Ali Syed
Muhammad Ali Syed
Portfolio

Building and deploying end-to-end machine learning solutions. My projects demonstrate a full-stack approach from data to business insights.

PythonScikit-learnPyTorchMLflowDockerComputer VisionNLPSQLAWS

Featured Work

Explore my latest ML innovations and engineering solutions

Customer Churn Prediction System
Completed

Customer Churn Prediction System

Production-ready ML system that predicts customer churn and optimises retention campaigns for maximum ROI, featuring Flask API, Docker deployment, and real-time monitoring dashboard.

PythonScikit-learnXGBoost+11
Skin Cancer Lesion Detection Using Deep Learning
Completed

Skin Cancer Lesion Detection Using Deep Learning

A research-focused deep learning project aimed at classifying skin cancer lesions using convolutional neural networks (CNNs) and computer vision techniques.

TensorFlowKerasNumPy+5

Technology Stack

The tools and frameworks I use to build machine learning solutions

SQL
ML

Data & Processing

Data manipulation, visualization, and distributed computing.

PythonPandasNumPySQLSeabornApache Spark

Machine Learning

Deep learning frameworks, classical ML libraries, and experiment tracking.

PyTorchTensorFlowScikit-learnXGBoostMLflowHugging Face

Engineering & Deployment

Building and deploying production-ready ML systems.

DockerFastAPIReactAWSGitGitHub Actions