About
Analytical, hard-working, and proactive Risk & Compliance Graduate at J&E Davy with strong experience in capital markets compliance and financial risk management. Holder of Second Class Honours in Business Studies with Data Analytics specialism from Dublin City University, with advanced skills in Power BI, Python, SQL, Power Automate, and Excel.
Download my CVMy Skills
Web Scraping
PowerBi
Python
Machine Learning
SQL
Power Automate
What i do
Web Scraping
With expertise in web scraping, I have successfully utilised tools such as Beautiful Soup and other techniques in my recent projects. Notably, I have contributed to the development of the Daft Data Analysis App and the Telegram Bi Bot, showcasing my proficiency.
Machine Learning
I have gained extensive experience in implementing various machine learning algorithms, including logistic regression, decision trees, random forests, gradient boosting, naive bayes, and multi-layer perceptrons. I have also leveraged my skills in creating a BERT Transformer Model for email classification.
Data Analysis
I have proficiently utilised a range of data analysis tools, including Power BI and Tableau, to extract valuable insights from diverse datasets. With expertise in handling large volumes of data, I have effectively employed an extensive array of chart types to visually communicate key findings.
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Blogs
The Psychology of Data Visualization: How to Present Data that Persuades
The principles and techniques that underpin the creation of persuasive and effective visuals.
Innovative Strategies for Big Data Management and Analytics
The article explores innovative strategies for managing and analyzing big data efficiently.
Confusion Matrices and Classification Reports
Confusion matrices and classification reports help you understand how well your machine learning model classifies things.
Media
Podcasts
Books
Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow by Aurélien Géron
The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, and Jerome Friedman
Pattern Recognition and Machine Learning by Christopher Bishop
More about me
I am passionate about investments, financial markets, and the application of AI and process automation in finance. Currently working towards the CFA Level I certification, I am actively building my knowledge across equity analysis, fixed income, derivatives, and portfolio management.
I am genuinely excited by the role AI and automation play in modern finance. Whether it is building Power Query workflows, automating compliance reporting with Power BI and Power Automate, or exploring how machine learning is reshaping investment decision making, I enjoy finding smarter ways to work with data.
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