👋 Hello there! I’m Sunit Shrestha
I’m a 3rd year Computer Engineering student at Pulchowk Campus with a deep love for science, math, and technology 🔬📐💻. Ever since I can remember, I’ve been the kind of person who has to know how things work — whether it’s peeling back the layers of an ML model or understanding the universe through the lens of physics and math 🌌.
🚀 What Drives Me
I live for those “aha!” moments — when an abstract concept suddenly clicks or when a messy real-world problem finds a beautiful solution. My curiosity doesn’t clock out. Whether it’s solving tricky competitive programming problems, diving into a CTF challenge, reading research papers, or building stuff for fun — I’m always exploring 🔍📚.
🧠 Things I’m Good At
- Problem Solving: Logical reasoning and mathematical thinking are my home turf 🧩🧮.
- Innovative Thinking: I love connecting dots across domains to come up with creative, practical solutions 💡.
💻 Tech I Work With
🧠 Machine Learning
pandas, numpy, matplotlib, tensorflow, keras, pytorch, scikit-learn
🌐 Web Technologies
HTML, CSS, JavaScript, React, Node.js, Express, MongoDB, PostgreSQL
☁️ Cloud & DevOps
AWS, Docker, Linux, Git, GitHub
🔬 Current Work & Research
- 🌱 ML for Climate Change Policy: Working on research to apply machine learning techniques to help design and evaluate climate policies.
- 🗣️ Low-resource Language Modeling: Exploring the Newari language to build models for underrepresented linguistic systems.
- 💧 Fluid Simulation with PINNs: Currently building a simulator using the Finite Volume Method, with Physics-Informed Neural Networks to enhance its accuracy and performance.
🎮 Fun Projects
- 🧠 Evolution Game: Designed a 2D ecosystem of organisms with different cell types and trained an AI for it using NEAT (a genetic reinforcement learning algorithm).
- 🪟 SimpleXWM: A minimal Xorg window manager that adds GUI functionality to the Linux terminal
- 🔧 Parallel CPU Architecture: Built a simplified multi-core CPU design to make it easier for students to understand both the circuit-level and conceptual layers.
🌟 Outside the Curriculum
Even when it’s not part of the syllabus, you’ll find me diving deep into relativity, reading about mathematical beauty, or tinkering with new tools. I believe curiosity is the ultimate teacher and that knowledge should be explored, not just acquired 🤓.
🎯 Interests at a Glance
- Competitive Programming 🏆
- CTFs & Cybersecurity Challenges 🛡️
- Deep Dives into Science and Math 📘
- Building tools and simulations from scratch 🛠️
- Sharing knowledge and learning in public 🤝
Looking forward to connecting with curious minds, building cool stuff, and solving meaningful problems! ✨