Full-stack product
Stride
A student productivity workspace connecting task capture, planning, and focus in one authenticated product.
Rudhresh R. / Singapore Polytechnic
AI, data, and software work built with discipline.
I'm Rudy, a Singapore Polytechnic Scholar in Applied AI and Analytics. I build software and data projects with a focus on disciplined thinking, clean execution, and thoughtful follow-through.
Latest project: Stride, a full-stack student productivity workspace for task capture, planning, and focus.
Featured projects
Case-study work with real technical weight.
These cover product engineering, backend systems, and machine learning without trying to represent every category of work at once.
AI and data
Applied Machine Learning
Machine learning work built around preprocessing, model comparison, evaluation, and interpretation.
Cycling
Consistency stops being theoretical on the bike.
Coursework and project work reward focus in bursts. Cycling rewards patience, pacing, and the willingness to keep going when a long effort stops feeling comfortable.
I keep it here because it reflects the same habits that matter in technical work: discipline, composure, and progress built through repetition rather than shortcuts.
Ride image
Cycling hero
Featured ride
101.02 km
in 4:59:56
Skills and tools
A focused toolkit rather than a long inventory.
The point here is not to list everything. It is to show the tools and methods that actually appear in my projects.
Languages
Python, SQL, JavaScript, HTML/CSS
AI & Data
pandas, scikit-learn, Jupyter, model evaluation, EDA, feature thinking
Development
Next.js, Supabase, Tailwind CSS, Git/GitHub, responsive UI
Workflow
VS Code, Git/GitHub, Jupyter Notebook, Vite
Contact
The fastest way to reach me.
If you want to reach me about projects, communities, or opportunities in software, data, or AI, these are the links I use. I keep this simple.