UK Property Market ValuationThis project aimed to revolutionise real estate valuation practices in the UK, offering stakeholders invaluable insights into residential property values in real time. The complexity of the UK property market demanded an approach that not only ensured the accuracy of the valuation model but also enabled scalability and adaptability evolving market dynamicsComprehensive training in Python, specialising in Pandas and Numpy for data manipulation, alongside mastering Advanced SQL, ETL processes and Cloud Infrastructure utilizing AWSDeveloped an automated real-time valuation model for residential properties using advanced Python and SQL for data extraction, along with web scraping techniques to provide accurate and timely valuationsIntegrated multiple sources of data, including Land Registry price-paid data, information from various auction houses, council data and third-party API services, enabling the integration and harmonization of disparate datasetsImplemented machine learning algorithms using Python libraries like Scikit-learn to build classification based valuation model

Associate Director

10 week internship on a trading desk in Prime Services