Identified, implemented, and optimized machine learning algorithms to exhibit high predictive accuracy in forecasting median house values within California location. Used Python Notebook, pandas, numpy, tensorflow, keras, matplotlib and seaborn. Dataset from Kaggle.
Python-based program that can live detect movement using computer vision techniques including YOLOv4. Detects vehicles in uploaded videos exceeding a specified speed limit. Saves the video segments that capture the detected motion with annotated information to help users review the incidents.
Work-in-progress command-line application that allows users with their own Companies House API key to gather various data of any company in the UK. Data fetched include title, address, number, status, creation, type, and address. Written in Rust for faster compilation.
Hello! I'm Joyal, a dedicated Computer Science graduate from the University of Northampton. With a strong foundation in AI, Machine Learning, Web Development, and Software Engineering, I have developed a versatile skill set that makes me well-suited for roles in both Data Science and Software Engineering/Development, with several projects completed through own initiative and amongst peers.
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Python
HTML
CSS
Javascript
Git
GitHub
Java
Linux
Docker
Pandas
Scikit-learn
SQL
Excel
Numpy
Tensorflow
Utilize advanced tools and techniques to analyze data, uncover patterns, and present insights through intuitive visualizations using Python
Develop and implement predictive models using machine learning algorithms to forecast outcomes and improve decision-making processes. Expertise in Python, scikit-learn, and TensorFlow.
Provide data cleaning and preprocessing services to ensure high-quality, usable data. Skilled in handling missing values, outliers, and data normalization using Python and SQL.
Perform rigorous statistical analysis to identify trends, test hypotheses, and derive actionable insights. Proficient in statistical tools and programming languages such as Python.
Create interactive dashboards and detailed reports tailored to your business needs, providing clear and actionable insights.
Offer consultation services to help organizations leverage data science effectively.
Offers of personalised website creation services for any client.
