As a Data Scientist at the Ministry of Municipal and Rural Affairs and Housing, I contributed to multiple projects, including:- Data Collection & Preparation: Leveraged web scraping tools like Requests and Postman to gather data, followed by rigorous cleaning and preprocessing. Created data visualizations using Power BI and generated comprehensive data quality reports.- Machine Learning Implementation: Developed machine learning models to predict real estate prices, seamlessly… Show more As a Data Scientist at the Ministry of Municipal and Rural Affairs and Housing, I contributed to multiple projects, including:- Data Collection & Preparation: Leveraged web scraping tools like Requests and Postman to gather data, followed by rigorous cleaning and preprocessing. Created data visualizations using Power BI and generated comprehensive data quality reports.- Machine Learning Implementation: Developed machine learning models to predict real estate prices, seamlessly integrating these models into a Dataiku workflow for streamlined operations.- Chatbot Development: Engineered a chatbot using Retrieval-Augmented Generation (RAG) techniques, deploying the solution with Streamlit to enhance user interaction and accessibility. Show less