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Image by Natalia Ventskovskaya

PROJECTS

Image by Robert Tudor
Image by Roberto Nickson

01

Airbnb Demand & Availability Forecasting

  • Developed a Random Forest model to predict Airbnb booking likelihood, achieving 90% accuracy and 0.94 F1-score.

  • Engineered and analyzed features like distance to city center, seasonality, and encoded neighborhood patterns.

02

Crypto Currency Price Analysis using Artificial Intelligence

  • Built an AI system for real-time cryptocurrency price analysis using machine learning algorithms.

  • Designed predictive models based on historical data to forecast trends and market fluctuations.

Image by Traxer

03

Image by Azamat E

Semi-Supervised Machine Learning Approach for DDoS Detection

  • Designed a semi-supervised ML model that identified DDoS attacks with 94.8% accuracy using hybrid data sets.

  • Improved threat detection on evolving patterns by incorporating anomaly detection and adaptive learning.

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