Machine Learning Engineer

Pranaya
Khadka.

I build predictive systems, data pipelines, and full-stack interfaces from raw datasets to deployed products. Currently studying CS and AI at Softwarica College, Kathmandu.

Pranaya Khadka
FIFA World Cup 2026 prediction model
Machine Learning View on GitHub

FIFA World Cup 2026 Predictor

An end-to-end ML pipeline trained on 10 years of international football data. Uses XGBoost and Poisson regression for match outcomes, resolved through 10,000 Monte Carlo simulations to estimate each team's probability of winning the tournament.

Python XGBoost scikit-learn pandas SciPy Streamlit
Loan Status Predictor
Machine Learning View on GitHub

Loan Status Predictor

A classification model that processes applicant data to predict loan approval in real time. Paired with an interactive Streamlit dashboard showing feature-level explanations and approval likelihood.

Python scikit-learn Streamlit pandas
PetPoint mobile app
Android / Mobile View on GitHub

PetPoint

A collaborative Android application centralizing pet ownership services: product marketplace, vet listings, and a community-driven lost and found board. Built with clean MVVM architecture and Jetpack Compose. Team of 5.

Kotlin Jetpack Compose Firebase MVVM Android
About

CS and AI student
building in public.

I study Computer Science with AI at Softwarica College, Kathmandu, while building ML systems in my own time. My focus is on models that actually work in production, not just in notebooks.

I work across the full stack of a data project: collecting and cleaning data, feature engineering, model training and evaluation, and shipping a usable interface on top.

Languages
Python JavaScript Kotlin C++
ML / Data
XGBoost scikit-learn pandas NumPy SciPy PySpark
Web / Mobile
Streamlit React Node.js Jetpack Compose
Education
BSc CS & AI Softwarica College
Resume

Experience & Education

Resume will be added soon.

Resume coming soon

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Contact

Let's work
together.

Open to internships, collaborations, and interesting problems. Send a message and I'll get back to you.