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AmoloWashington/README.md

Washingtone Odhiambo Amolo - Personal Portfolio

Welcome to my personal portfolio! This is a showcase of my skills, projects, and professional journey as a passionate Information Technology student and data scientist. My portfolio demonstrates my proficiency in data analysis, machine learning, and software development, along with my commitment to innovation and continuous learning.

๐Ÿš€ About Me

  • Name: Washingtone Odhiambo Amolo
  • Role: Data Scientist
  • Specialization: Data Science, Machine Learning, Data Engineering
  • Passion: Thriving in challenging environments and leveraging technology to solve real-world problems.
  • Skills: Python, TensorFlow, Scikit-learn, Pandas, Matplotlib, BeautifulSoup, Apache

๐Ÿ› ๏ธ Featured Projects

1. Blood Pressure Tracker

A generative AI tool for monitoring and analyzing blood pressure trends.
Tools: Gemini, Python

2. Stock Market Prediction - LSTM

A predictive model using Long Short-Term Memory (LSTM) networks to forecast stock market trends.
Tools: Python, TensorFlow, Scikit-learn

3. Crop Yield Prediction

A machine learning model predicting crop yields based on environmental and agricultural data.
Tools: Python, Pandas, Scikit-learn, Matplotlib

4. House Price Prediction in Kenya

Scraped and analyzed Kenyan real estate data, building a predictive model for house prices.
Tools: Python, BeautifulSoup, Apache, Pandas, Scikit-learn

5. Gold Price Prediction - Time Series Analysis

A forecasting model for gold prices using historical data. Conducted a comparative analysis of ARIMA, Prophet, and LSTM.
Tools: Python, Pandas, Scikit-learn, TensorFlow, Prophet, Matplotlib


๐ŸŒŸ Highlights

  • Expertise in building and deploying machine learning models.
  • Proficient in time series analysis and predictive modeling.
  • Hands-on experience with data engineering and automation.

๐Ÿ“ž Contact


Feel free to explore my portfolio, and letโ€™s connect to discuss exciting opportunities!

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