I build practical products with AI/ML, full-stack web development, and developer-focused tools.
Continual learning architecture that prevents catastrophic forgetting through dynamic head splitting and slow-pathway consolidation. Achieves 98.5% accuracy on Split-MNIST with 0.86% forgetting.
Tech: Python, PyTorch | Status: Research prototype with full paper
AI sidebar that reads your screen for context. Always-on contextual assistant that understands what you're working on.
Tech: Python, Electron, React, FastAPI | Status: Active development
Agricultural ML platform for crop recommendations and disease detection. Structured agronomy assistance with explainable outputs and audit trail.
Tech: Flask, scikit-learn, PyTorch, ONNX | Status: Live demo deployed
Self-regulating continual learning framework that expands model capacity only when learning dynamics indicate it's necessary.
Tech: Python, PyTorch | Status: Research implementation
- LinkU — Tried to fix college admissions chaos by connecting students with real mentors instead of Reddit threads
- FunFusion — Made 30 games that fit in 2MB because why not
- MeroKitab — Built a marketplace for buying/selling used books (Nepal focus)
- GharBari — Online grocery store for Nepal, tried to make affordable shopping easier
- RoutRover — Real-time bus tracking so people knew when their bus was actually coming
- MediaScout — Just a tool to find free stock photos and videos without paying
- AlgoLearn — Thought I could teach computer science better than tutorials out there
- RepoExplorer — Wanted an easier way to find GitHub repos with actual filters
- Template-Explorer — Browser for website templates, basically that's it
- RepoGenie — AI helper to set up and optimize projects (probably overly ambitious)
All archived now, but they taught me how to actually build things.
📧 poudeldarshan44@gmail.com | 🔗 github.com/rsd-darshan | 🌐 darshanpoudel.netlify.app