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Robert Bosch Elektronika Kft. Hatvan
Frontend Developer
June 29, 2026 – Present
Stockpredictor_with_ml
July 4, 2025 – Present
# StockPredictor with ML by Ronyka77 Advanced stock prediction system combining Polygon.io data collection, feature engineering, gradient-boosted models, and neural networks with production-oriented tooling (caching, logging, MLflow, and batch processing).
View ProjectTheDrawCode
January 17, 2025 – October 12, 2025
A machine learning system that accurately predicts soccer match draws and goal patterns using ensemble methods and advanced feature engineering techniques, with a focus on high-precision results for betting applications.
View ProjectSoccerPredictor_byRichardSzita
October 17, 2024 – August 22, 2025
The Soccer Predictor a is an advanced machine learning pipeline designed to forecast football match outcomes with high accuracy. By leveraging a combination of ensemble learning techniques and neural networks, the system integrates data collection, feature engineering, and prediction models to deliver precise match predictions.
View ProjectCultural Fit Analysis
The candidate's personal projects primarily focus on machine learning and data prediction, which, while demonstrating technical initiative, might not directly align with typical frontend development team cultures without further evidence of collaborative frontend work. The listed current role as 'Frontend Developer' suggests a direct fit, but project diversity leans heavily into ML.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.