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the fight between dreams and reality
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the fight between dreams and reality

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Murci20965/README.md

😁Murci - Ai Ninja

Welcome to my Github profile


👋 Hi, I’m Nhlanhla “Murci” Mokoena, a certified Data Scientist specializing in Generative AI, AI Engineering, and Automation. I’m deeply driven by the transformative power of artificial intelligence and its potential to solve complex real-world problems while unlocking new business opportunities.

While my foundation is in data science and machine learning, my passion extends to AI engineering, designing, developing, and deploying secure, scalable, and reliable AI systems that automate workflows, enhance decision-making, and drive measurable impact across various domains.

I leverage my technical expertise in Python, data analysis, and machine learning frameworks, complemented by strong skills in data visualization using libraries such as Matplotlib and Seaborn, to translate data into actionable insights.
Beyond backend intelligence, I apply my growing knowledge of front-end development and UI design principles to build intuitive AI dashboards and interactive user interfaces, using vibe coding practices to ensure clean, responsive, and user-friendly experiences.

My work often bridges the gap between machine learning research and production-grade AI systems, incorporating principles of MLOps, automation, and cloud deployment to ensure performance, reliability, and scalability. I’m continuously exploring large language models (LLMs) to build generative and context-aware solutions that streamline operations and enhance user experiences.

I am always open to collaborations that challenge the boundaries of AI and automation, particularly projects that use technology to create tangible business value, optimize processes, and empower people through intelligent systems.

Connect With Me:

linkedin twitter

🛠️Languages and Tools:

python

html

css

git

github

mysql

anaconda

aws

azure

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  1. real_estate_price_predictor real_estate_price_predictor Public

    An end-to-end MLOps project to predict house prices using XGBoost, FastAPI, Docker, and AWS.

    Jupyter Notebook

  2. medical_image_classifier medical_image_classifier Public

    End-to-end pneumonia detection system using PyTorch, FastAPI, and Docker. Implements a full MLOps pipeline from training and evaluation to deployment ready application with an interactive Streamlit…

    Python

  3. Loan_Default_Analysis. Loan_Default_Analysis. Public

    This project analyzes a bank’s customer loan data to identify key predictors of loan default

    Jupyter Notebook

  4. YouTube-Streamers-Analysis YouTube-Streamers-Analysis Public

    Performed a comprehensive analysis of the top YouTube streamers dataset.

    Jupyter Notebook

  5. Movie_recommender_system Movie_recommender_system Public

    This project implements a movie recommendation system using collaborative filtering techniques. The system analyzes user preferences and behavior to generate personalized movie recommendations, enh…

    Jupyter Notebook

  6. PowerBI-SQL-Pizza-Sales-Analysis PowerBI-SQL-Pizza-Sales-Analysis Public

    An interactive dashboard built using Power BI and SQL to analyze 2015 pizza sales data. It features key metrics such as total revenue, average order value, and top-selling pizzas, providing actiona…