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davidmuna/README.md

Hi 👋, I'm David Muna

Highly adept Data Scientist who is self-driven to inspire productivity in Backend Software Development, AI, Machine Learning, Data Analysis, and Data Visualization to help organizations achieve their goals of being data-driven through consented Teamwork, Collaboration, and Quality Assurance.

davidmuna

davidmuna

  • 🌱 I’m currently learning Object Oriented Programming, Modular Programming, Software Development

  • 👯 I’m looking to collaborate on End-To-End AI/ML/DL Projects

  • 💬 Ask me about My Data Science/AI Toolbox:

A. Supervised

1. Regression - Linear, multiple linear, polynomial, logistic, ridge, lasso, elastic net, Kolmogorov Smirnov Statistics, etc 2. Classification - SVM, KNN, NLP using Kmers, CART, Decision Trees, Random Forest, XGBoost, AdaBoost, Naive Bayes, ANNs/RNNs, LSTMs, etc 3. Time Series Forecasting - LSTMs

B. Unsupervised

1. K-means clustering 2. Association rules analysis in R 3. Hierarchical clustering

C. Relevant Skills and Technologies

Object Oriented Programming using Python, R, SQL, SQLite, MongoDB, JSON, Postman, Flask, AWS S3 Bucket, AWS Textract, AWS Elastic Beanstalk, VSCode, PyCharm, Git, Github, Google Colab, Anaconda, PowerBI, Tableau, Looker, JIRA

  • 📫 How to reach me munamwangid@gmail.com

  • ⚡ Fun fact Birds Born In A Cage Think Flying Is An Illness

Connect with me:

munajones david-muna munajones

Languages and Tools:

aws css3 docker flask git heroku html5 java mongodb mysql opencv pandas postgresql postman python pytorch scikit_learn seaborn sqlite tensorflow

davidmuna

 davidmuna

Pinned

  1. InstaDeep-Enzyme-Classification InstaDeep-Enzyme-Classification Public

    In the UmojaHack Tunisia hackathon we invited participants to predict the functional class of enzymes called protein kinases based on their amino acid sequences. For this challenge we’re taking it …

    Jupyter Notebook 1

  2. Loan-Default-Prediction Loan-Default-Prediction Public

    SuperLender is a local digital lending company, which prides itself in its effective use of credit risk models to deliver profitable and high-impact loan alternative. This approach is based on two …

    Jupyter Notebook

  3. Carrefour-Kenya-Marketing-Strategies Carrefour-Kenya-Marketing-Strategies Public

    A Data Science Project to inform the Carrefour marketing department on the most relevant marketing strategies that will result in the highest no. of sales (total price including tax).

  4. Clustering-Algorithms-R Clustering-Algorithms-R Public

    Supervised & Unsupervised Learning with R

    1

  5. Hypothesis-Testing Hypothesis-Testing Public

    The data being described in the Hypothesis test is obtained from Autolib electric car-sharing service company. The data was collected over a period of 6 months in the year 2018 for the sum of cars …

    Jupyter Notebook

  6. KNN-Naive-Bayes-Classifiers KNN-Naive-Bayes-Classifiers Public

    Performing K-Nearest Neighbours and Multinomial Naive Bayes Classification on different datasets.

    Jupyter Notebook