Selected Builds · Design Studies · Current Signal · Email · LinkedIn
I'm Robin, a Bachelor of Computer Science candidate turning computer-science fundamentals into software that works, models that explain themselves, and interfaces that feel intentional.
My strongest foundation is C++. I use Python to move into data science and machine learning, then bring in design thinking to make the result easier to understand and use. I am currently looking for an internship or entry-level opportunity where I can contribute, learn from experienced engineers, and keep raising the quality of what I ship.
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CORE C++ · program structure · file I/O · input validation · problem solving |
EXPANDING Python · data preparation · supervised learning · evaluation · explainability |
OPEN TO Software engineering · ML/data internships · product-minded technical teams |
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01 · SYSTEMS / C++
A console application that turns a menu file into a complete ordering flow: inventory-aware item selection, defensive input handling, three payment paths, calculated change, order IDs, and persistent receipts. Engineering signal: modular program structure, parsing, mutable state, validation loops, formatted output, and file persistence. |
02 · INTELLIGENCE / PYTHON
An applied classification study for identifying customers likely to respond to a marketing campaign. It compares four models, handles class imbalance with SMOTE, explores threshold trade-offs, and uses SHAP plus partial-dependence plots to interpret behavior. Engineering signal: preprocessing, stratified evaluation, imbalance handling, model comparison, threshold tuning, and explainability. |
Code is only useful when people can understand and use what it produces. These studies are where I practise hierarchy, atmosphere, and interface clarity.
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LAYOUT / HIERARCHY
A study in page composition, visual rhythm, and information hierarchy. |
BRAND / ATMOSPHERE
A more expressive website concept focused on branding, tone, and product-page polish. |
| Layer | What I use it for |
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| C++ | Core programming, decomposition, state, file handling, validation, and deeper CS fundamentals |
| Python + scikit-learn | Data preparation, model experiments, evaluation, and explainable ML workflows |
| Git + GitHub | Versioning work, documenting decisions, and making projects reviewable |
| Figma | Testing layout, visual hierarchy, branding, and product presentation |
| NOW Strengthening C++ projects beyond classroom-sized exercises. |
NEXT Building more reproducible ML work with stronger validation and clearer results. |
ALWAYS Learning deeply, documenting honestly, and improving the next version. |
Looking for an someone who cares about both the code and the outcome?
exowokz@gmail.com ·
LinkedIn ·
Designed and built by Robin · Always compiling the next version.