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1. Predictive-Loan-Approval-Web-Application-using-Machine-Learning-Algorithm Predictive-Loan-Approval-Web-Application-using-Machine-Learning-Algorithm Public

   Developed a web-based automated loan approval system using machine learning algorithms to predict approvals based on financial data, comparing KNN, Logistic Regression, SVM, XGBoost, and MLP for op…

   Jupyter Notebook

2. AI-and-Web-Based-Interactive-College-Enquiry-Chatbot AI-and-Web-Based-Interactive-College-Enquiry-Chatbot Public

   Directed a team of four to design and build a web-based chatbot that applies Natural Language Processing and Machine Learning to have human-like conversations with enquirers using Python’s neural n…

   HTML 2 1

3. COVID-19-Analysis-Using-Power-BI-and-ArcGIS COVID-19-Analysis-Using-Power-BI-and-ArcGIS Public

   Designed multiple dashboards by performing data cleaning in Power Query Editor and then developing DAX measures to analyze trends in COVID-19 cases, presenting significant metrics using Power BI De…

4. Face-Mask-Detection-to-Contain-Spread-of-Covid-19 Face-Mask-Detection-to-Contain-Spread-of-Covid-19 Public

   Designed and trained a classifier to identify face mask detection by applying the ETL process to raw facial data points and analyzing it using OpenCV Viola Jones and CNN algorithm in Python

   Python

5. Formula-1-Race-Winner-Prediction Formula-1-Race-Winner-Prediction Public

   Developed a predictive model for Formula 1 race winners using machine learning algorithms, including XG Boost, KNN, Random Forest, Decision Tree, and Logistic Regression, achieving a high accuracy …

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6. Resume-Retrieval-and-Classification Resume-Retrieval-and-Classification Public

   Finding the right person for the right role is crucial to the candidate and also to the company’s success. Talent acquisition is time taking and complex for the HR team and their task becomes much …