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Kovenda/README.md

Hi I am Kovenda Mbuale

Data Analytics | Data Science | Machine Learning | Deep Learning

I love building ETL pipelines by combining SQL queries into Python functions, dashboarding in Tableau with additional visualizations using ggplot2, seaborn, and matplotlib, data exploration with SQL and Pandas, stats data analytics in R with NumPy, and building machine learning solutions in Python and R (yes that's a thing too if you live in Rstudio's markdown files). Although I prefer staying in google collab notebooks because it's well optimized for git version control). I have AWS cloud experience building PostgreSQL relational databases. I also have experience with computer vision and NLP text sentiment analysis in excel and Python.

  • 🌍  I'm based: USA
  • 🖥️  See my portfolio at Visualizations@TableauPublic
  • ✉️  You can contact me at mbuako01@luther.edu
  • 🤝  I'm open to collaborating on Data Science, Data Analytics, Machine Learning and Deep Learning projects
  • ⚡  My passion for data storytelling is driven by the need to prioritize people so that they do not feel unconsidered.

Skills

Python r-programming PostgreSQL Tableau aws-rds sk-learn TensorFlow numpy pandas matplotliblogo2 excel HTML5 CSS3

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Popular repositories

  1. CNN-PDF-Noise-Classification CNN-PDF-Noise-Classification Public

    To decrease the time taken by a manual pre-OCR pdf labeling process. I built a CNN image classification model in Python using OpenCV, Tensorflow and Keras. The CNN model classifies PDFs according t…

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  2. R-Shiny-App-to-predict-Factors-Affecting-Survival-of-CHD R-Shiny-App-to-predict-Factors-Affecting-Survival-of-CHD Public

    R Shiny App to determine the factors that are most influential in patients’ survival of CHD. I created a Logistic Regression model in R using RStudio to predict the survival of CHD patients. Retrie…

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  3. CNN-Breaking-CAPTCHA-Security-Codes CNN-Breaking-CAPTCHA-Security-Codes Public

    To test if CAPTCHA secure login security codes are secure from bot attacks I developed a CNN classifier model in Python using TensorFlow to predict the CAPTCHA codes. Predicted over 40,000 CAPTCHA …

    Python 1

  4. Kovenda Kovenda Public

    Config files for my GitHub profile.

  5. randomForest-Breaking-CAPTCHA-Security-Codes randomForest-Breaking-CAPTCHA-Security-Codes Public

    To test if CAPTCHA secure login security codes are secure from bot attacks I developed a Random Forest classifier model in Python using Scikit-learn to predict the CAPTCHA codes. Predicted over 40,…

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  6. A-B-Testing-a-Cotton-Mill A-B-Testing-a-Cotton-Mill Public

    To increase efficiency of a cotton mill. I set up an ANOVA 3 factor analysis model in R to determine best spindle & position that produces the longest roving. The only significant difference in rov…

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