Building the future with AI, code, and bold ideas. An IT graduate specializing in AI/ML and full-stack development, focused on shipping scalable, intelligent applications that solve meaningful problems.
I'm Kuber Pathak — a B.E. graduate from Nepal College of Information Technology (Pokhara University). I specialize in AI/ML and full-stack development, focused on building scalable and intelligent applications.
Excited by the rapid evolution of artificial intelligence, I enjoy researching emerging technologies and building applications that solve meaningful problems — from RAG pipelines and recommendation systems to IoT‑connected computer vision.
From training and deploying models to shipping production-grade web apps — I work across the stack.
Three overlapping practices that let me ship intelligent products from idea to production.
Designing RAG pipelines, LLM-powered assistants, and ML-driven features that turn data into product magic.
End-to-end web apps with modern stacks — React / Next.js on the front, Node or FastAPI on the back.
Staying close to the latest AI research — reading papers, reproducing techniques, and prototyping ideas to learn what actually works.
A mix of AI applications, full-stack platforms, and applied research from the past two years.
What I've studied, the certifications I've earned, and the events that shaped me.
Graduated with focus on artificial intelligence, distributed systems, and software engineering. Final-year work in RAG-based learning systems.
Built early programming projects and competed in inter-college tech events.
Foundations of supervised learning — linear & logistic regression, neural nets primer, regularization, gradient descent intuitions.
TensorFlow-based deep nets, tree ensembles, bias/variance, advice for applying ML, and model evaluation.
Hands-on full-stack training with MERN — auth, REST APIs, deployment workflows.
Rapid-prototype hackathon focused on community-impact software builds.
Showcased AI + IoT work to industry visitors and peers from across the country.
Outside of engineering, I stay active in youth advocacy and social-service networks across Nepal and South Asia.
Representing Nepal in a regional network of young advocates, collaborating with peers across South Asia on youth-led action for health, rights, and inclusion.
Serving on the central youth committee — contributing to youth programs, advocacy, and community outreach initiatives nationwide.
Working principles I keep close — what guides decisions when no one is watching.
I focus on shipping things that actually work in production — not just clever notebooks. Every project I take on has to earn its place in someone's day.
AI moves fast. I read papers, ship prototypes in real time, break them, and iterate. The half-life of any 'best practice' here is short — I keep my hands dirty.
Full-stack means you own outcomes end to end. From data model to button hover, I sweat the seams — that's where products feel polished or fall apart.
Reach out for collaborations, internships, freelance work, or just to talk AI.