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Hello, I'm Muziwakhe Sitsha
AI/ML Engineer
AI & Machine Learning Engineer | Data Scientist

Building intelligent systems and data driven solutions. Specializing in machine learning, predictive modeling, and scalable AI applications.

Expertise

I focus on building intelligent AI systems and data pipelines that deliver value.

AI/ML Engineer passionate about creating data driven solutions and intelligent systems. Experienced in end-to-end ML pipelines from data preprocessing to deployment and monitoring.

  • Machine Learning

    Develop predictive models, classification systems, and recommendation engines using Scikit-learn, TensorFlow, and PyTorch.

  • Data Science

    Data analysis, feature engineering, and statistical modeling to extract insights and drive decision-making.

  • AI Application Development

    Build web applications with AI/ML integration using Streamlit, Flask, and FastAPI for real world deployment.

  • Data Engineering

    Design and implement ETL pipelines, data warehouses, and scalable data infrastructure for AI systems.

  • Cloud & MLOps

    Deploy and monitor ML models on cloud platforms (AWS, GCP) with CI/CD pipelines and model versioning.

  • Natural Language Processing

    Text classification, sentiment analysis, chatbots, and language models using transformer architectures.

About Me

AI/ML Engineer Focused on Building Intelligent Solutions

I am an AI/ML Engineer passionate about building intelligent systems and data driven solutions. My expertise spans machine learning, deep learning, and data science, with a focus on creating predictive models and scalable AI applications.

I specialize in developing end-to-end machine learning pipelines - from data preprocessing and feature engineering to model development, deployment, and monitoring. My recent work includes healthcare prediction systems, natural language processing applications, and computer vision projects.

I believe in leveraging AI to solve real world problems and create positive impact through technology. With a strong foundation in mathematics, statistics, and programming, I approach each project with analytical rigor and practical implementation in mind.

Technical Skills

Python Java HTML CSS JavaScript NodeJS Machine Learning Deep Learning Scikit-learn TensorFlow PyTorch Natural Language Processing Computer Vision Pandas NumPy Streamlit Flask FastAPI SQL AWS Docker Git

Portfolio

A selection of recent AI/ML projects I have worked on.

AI Health Predictor

Machine Learning Web Application

A machine learning web application that predicts potential health risks using patient data. Built with Random Forest Classifier, Scikit-learn, and deployed with Streamlit.

Technologies: Python, Scikit-learn, Streamlit, Pandas, NumPy, Matplotlib

Cerat Engineering Website

Modern Engineering Company Website

A modern, responsive website for an engineering company built with Next.js, TypeScript, and Tailwind CSS. Features include gallery, services, and contact forms.

Technologies: Next.js, TypeScript, Tailwind CSS, Vercel

AI Assistant

Intelligent Task Automation System

Live Demo

Integrates OpenAI API with custom processing layers, SQLite conversation history, and caching. Tech: Python, OpenAI API, Flask, SQLite.

AWS Cloud Infrastructure

Production-ready AWS Deployment

Live Server

Deployed EC2 instances, VPC, security groups, and application deployment for high-availability data applications. Tech: AWS EC2, VPC, Nginx, IAM.