Skip to content
View MadScie254's full-sized avatar
🎖️
Making Moves
🎖️
Making Moves

Block or report MadScie254

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MadScie254/README.md

🚀 Hello, I'm Daniel Wanjala!

Welcome! I’m Daniel Wanjala Machimbo, a Data Analyst, IT Manager, and dedicated Data Scientist. I focus on using data to inspire innovative ideas and drive growth. My goal is to leverage data to solve challenges and open up new possibilities.


📚 About Me

My interest in data started at Zetech University, where I earned a Bachelor’s degree in Information Technology. This education gave me a strong understanding of computing systems, network configurations, and software development. My fascination with data analysis grew as I discovered how impactful data could be in addressing real-world issues.

To pursue my passion, I joined Moringa School, where I earned a Certificate in Data Science and Machine Learning. This experience introduced me to predictive modeling, statistical analysis, and machine learning. It was here that I became skilled in Python, which has since been my preferred tool for data analysis.

Currently, I am advancing my expertise by pursuing a Master’s degree in Data Science at Cooperative University Kenya. I am particularly interested in deep learning models and their potential to change various sectors, including healthcare and finance.


🌟 My Data Science Journey

My journey in data science has been about learning, innovation, and making a difference. I aim to turn complex data into clear insights that support strategic decisions. I’ve had the chance to work on meaningful projects that highlight how effective data analytics and machine learning can be.

One key project was creating a Predictive Model for Monthly Total Remittances for the Central Bank of Kenya (CBK). This model used time series analysis and machine learning to forecast remittance trends, giving valuable insights to financial analysts and decision-makers. This project pushed me to think analytically and improve model performance.

At Kingdom Hospital, I played a leading role in data integration projects aimed at improving patient care and operational efficiency. By applying machine learning models for predictive analysis, I helped in identifying patient patterns, optimizing resource use, and enhancing service delivery. This role strengthened my skills in healthcare analytics, predictive modeling, and IT management.

I also serve as a Senior IT Manager at Kingdom Hospital, where I oversee the technology infrastructure, ensuring system reliability, security, and performance. I combine my IT management experience with my data science knowledge to contribute to the organization’s development.

I am currently exploring Neural Networks, focusing on advanced structures like Recurrent Neural Networks (RNNs) and Long Short-Term Memory networks (LSTMs). I am examining their uses in natural language processing, time series forecasting, and predictive analysis. I aim to apply these advanced models to solve challenging problems and develop new solutions.


📚 Learning and Growth

I am dedicated to continuous learning and staying updated with the latest trends. I have earned certifications in Data Science from HackerRank and won the Prime Code Champ Contest by Tech Gig. These achievements have enhanced my problem-solving skills and competitiveness.

I am also involved in the data science community by contributing to open-source projects and guiding budding data scientists.


🔧 Technologies and Tools

  • Programming Languages: Python, SQL, JavaScript
  • Data Analysis and Visualization: Pandas, NumPy, Tableau, Matplotlib, Seaborn
  • Machine Learning Frameworks: TensorFlow, Scikit-learn, Keras
  • Tools and Platforms: Jupyter Notebook, VSCode, Git, AWS, Kaggle

🤝 Collaboration Opportunities

I am open to working together on challenging machine learning projects and developing data solutions that make a difference. If you have a project in mind, need guidance, or want to explore ideas using data, feel free to reach out.


📬 Get in Touch

Looking forward to connecting and exploring new possibilities!


Let me know if you need any adjustments or additional sections!

My Stats📊

GitHub Streak


🛠️ Languages and Tools!! :

Jupyter  Vscode  Python  Tensorflow  Kaggle  Spring  Material UI  CSS  HTML  JavaScript  MySQL  NodeJS  AWS  Google 

Pinned Loading

  1. Capstone-Lazarus Capstone-Lazarus Public

    Capstone-Lazarus is a collaborative project dedicated to developing an advanced plant disease detection system. Using the latest advancements in image processing and machine learning, our goal is t…

    Jupyter Notebook 1 3

  2. Phase-3-project-modelling Phase-3-project-modelling Public

    Jupyter Notebook 1 5

  3. ad-click-predictor ad-click-predictor Public

    Important life changing project.

    Jupyter Notebook 1

  4. InvestSmartAI InvestSmartAI Public

    InvestWise Predictor is an intelligent online tool that utilizes neural networks to predict investment opportunities and provide advice on suitable business ventures in different regions. It aims t…

  5. gdp_forcast_sample gdp_forcast_sample Public template

    Kenya's GDP Forecast over time

    Jupyter Notebook 2