03 / SELECTED WORK

Projects

Two featured projects demonstrating machine learning workflows, data processing, evaluation, and application development.

Projects 02
MACHINE LEARNING · CRYPTOCURRENCY01

CryptoPulse

Predicting cryptocurrency price direction from 1-minute market data for BTC, ETH, SOL, BNB, and XRP. Engineered technical features and trained Logistic Regression models for a 30-minute forecasting horizon, evaluated with rolling and walk-forward validation.

September 2026
PythonScikit-learnFastAPIReact
CryptoPulse repository
FULL STACK · WEB APPLICATION02

Beverage Hub

A web application for exploring beverage-related products and information. Built as a full-stack project.

October 2026
JavaScriptReactNode.js
Beverage Hub repository

More projects on GitHub

Explore additional projects, experiments, and source code.

github.com/Sarvan-0