Building data-driven solutions and crafting clean code. Currently studying at Epitech Paris, passionate about machine learning and analytics.
About Me
I'm Rugema Epiphane, a Digital Technologies student at Epitech Paris. I love working with data — from cleaning and analysing datasets to building machine learning models that solve real business problems.
My projects span from exploratory data analysis and NLP to full-stack development and collaborative team projects using Git and Agile methods. I'm constantly learning and improving my craft.
My Work
Data Analysis
Exploratory data analysis on grocery orders dataset.
Reorder analysis, co-purchase pairs and customer insights.
💡 What I learned: Data cleaning, pandas groupby, matplotlib visualizations and extracting business insights from raw data.
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ML
Machine learning project on the Tardis dataset. Using modelels, features and data cleaning techniques
to be able to determine and predict all that is needed to know about the train trasportation system in France.
💡 What I learned: Feature engineering, model selection, train/test splitting and evaluating ML model performance.
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Hack & Juice
A project about hacking the repo consists of full description of tools and techniques used to be able to hack and extract needed information from a given target(website).
💡 What I learned: Web security concepts, penetration testing tools and ethical hacking techniques.
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tokenization, NLP, Transformers,
a project about tokenization and NLP using transformers to be able to extract needed information from the book Alice in wonderland and be able to answer questions about it using the trained model.
💡 What I learned: Text preprocessing, transformer models, and natural language understanding.
View live site →My Growth
Started learning Python and data manipulation with Pandas. Discovered how to clean messy datasets and build basic visualizations with Matplotlib.
Python · Pandas · MatplotlibDived into machine learning with Scikit-learn. Built my first predictive models and learned how to evaluate them properly using metrics like ROC-AUC.
Scikit-learn · ML · Model EvaluationLearned how to collaborate using Git and GitHub. Managed branches, resolved merge conflicts and worked in an Agile team on real projects.
Git · GitHub · AgileBuilt my first websites using HTML, CSS and Bootstrap. Learned responsive design principles and how to create clean user interfaces.
HTML · CSS · BootstrapWhat I Know
“The pace of progress in AI is incredibly fast.”
Get In Touch
I'm currently looking for internship opportunities. Whether you have a question or just want to say hi, feel free to reach out!