Ganendra Pradipa

Information Systems student · Merauke, South Papua (UTC+9)

ganendraptpratama@gmail.com·linkedin.com/in/ganendrapratama·Merauke, South Papua

Data-focused — machine learning, computer vision, data mining.

Currently: R&D @ Smart Center Universitas Musamus.

github ↗linkedin ↗ig ↗

## experience

2022—
Information Systems Student, Universitas Musamus
Jun 2025—
Research & Development, Smart Center Universitas Musamus
Jun–Dec 2025
Research Assistant (CV & AI), Information System Dept.
→ aquatic weed detection via drone imagery, mAP@50 44.7%

## projects

2026

Teen Depression Calculator

[github ↗]

Predicts depression likelihood in teens from questionnaire responses.

Python · XGBoost · React
2026

FIFA World Cup 2026 Forecasting

[github ↗]

Win probability per match using Elo rating + Monte Carlo (10k runs).

Python · Elo Rating · Monte Carlo
2026

Formula One 2026 Forecasting

[github ↗]

WDC/WCC prediction via Elo + ML + Monte Carlo simulation.

Python · ML · Monte Carlo
2025

TitipHub

[github ↗]

Platform penitipan anak & hewan peliharaan (college startup).

React · Tailwind · Node.js
2026

CreditRiskAI

[github ↗]

Credit risk assessment model using machine learning.

Python · Machine Learning · Credit Risk

## education & competencies

Education:B.S. in Information Systems (2022 — Present) · Universitas Musamus, Merauke
Core Focus:Applied Machine Learning, Predictive Simulations (Monte Carlo, Elo), Drone Computer Vision (YOLO)
Tooling:Python, PyTorch, XGBoost, OpenCV, PostgreSQL, React.js, Node.js, Git, Linux

## contact

Merauke, South Papua · UTC+9