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OSegun/README.md

Hi 👋, I'm Oluwasegun Odusina

Oluwasegun Odusina's is a data scientist/machine learning engineer. He possesses expertise in leading cross-functional teams in building machine learning and AI solutions across various industries like business, agriculture, and art. He's a cloud enthusiast, building his skillset and certification in AWS, alongside participating in open-source training and projects in collaboration with the Cloud Native Computing Foundation (CNCF). He aims to provide solutions that address critical organizational needs, unveiling invaluable business insights through comprehensive data analysis, and constructing sophisticated recommendation systems or predictive models.

  • 💬 Ask me about Data AI/ML and Data Engineering

  • 📫 How to reach me [email protected]

Blogs posts

Connect with me:

odusina oluwasegun @odusinaoluwasegun

Languages and Tools:

arduino aws bash docker git linux matlab mssql mysql pandas postgresql python pytorch scikit_learn seaborn sqlite tensorflow

osegun

 osegun

osegun

Table of Content:

Supervised-Machine-Learning

  • Regression Models Linear, Ridge Regression, Random Forest Regressor and the XGBRegressor models to predict the housing price based on certain factors.
  • Linear Regression Linear Regression model to predict the housing price based on certain factors.
  • RandomForestRegressor model RandomForestRegressor model to predict the housing price of Melbourne.
  • Classification models Classification Model Comparison with Red Wine Dataset using Random Forest Classifier, Support Vector Machines (SVMs), KNeighborsClassifier(KNN), Decision Tree Classifier, Naive Bayes.
  • Email Classification model Classify email coming in to be either spam or not spam.

Unsupervised-Machine-Learning

Computer-Vision-Deep-Learning

Deep-Learning

Team-Project

  • Business Review Sentimental Analyser Sentimental analysis model and deployment(with fast API) using an NLP BERT pre-trained model to review customers comments or feedback on the rating of 1 to 5.
  • Crop Prediction and Crop Recommendation Crop recommendation system to help predict the type of crop to plant.
  • Contract Review Artificial intelligence to streamline the contract review process. It identifies key phrases, clauses, rights, and obligations of an individual or company signing it and assessing the associated impact helping lawyers spot potential problems and make the review process more efficient.
  • WazobiaApp With LangChain & Streamlit or WazobiaApp With LangChain & FastApi Wazobia (The Nigerian Translator) is a web application that can translate English to any of the three most popular Nigerian languages (Hausa, Igbo, Yoruba). Wazobia is implemented with Langchain and with both Streamlit and Fastapi.

Model-Deployment

Pinned Loading

  1. Zummit-Africa-ML-AL-Projects Zummit-Africa-ML-AL-Projects Public

    All executed machine learning and deep learning projects at Zummit Africa

    Jupyter Notebook 2

  2. Contract_Review Contract_Review Public

    Forked from Oldmajor19/Contract_Review

    Jupyter Notebook

  3. Wazobia-The-Nigerian-Translator Wazobia-The-Nigerian-Translator Public

    Forked from Izu-33/Wazobia-The-Nigerian-Translator

    WazobiaApp (The Nigerian Translator) is an application that can translate any of the popular Nigerian languages (Hausa, Igbo, Yoruba, English). WazobiaApp is implemented using Langchain and Streamlit.

    Python

  4. Generative-AI-Med-Bot Generative-AI-Med-Bot Public

    Jupyter Notebook

  5. Deep-Learning-Projects Deep-Learning-Projects Public

    Jupyter Notebook

  6. Zummit-Africa-Inc/Crop-Yield-Prediction Zummit-Africa-Inc/Crop-Yield-Prediction Public

    Project to Predict Crop Yield

    Jupyter Notebook 2