OSYSTIC engineered a repeatable minute-level market research workflow featuring robust data validation, technical feature engineering, and chronological model validation.
“OSYSTIC demonstrated strong technical understanding throughout the TradingView research project. The work was structured, data-driven, and carefully validated, with clear communication and a professional approach to refining the analysis and implementation.”
Building a repeatable research workflow for minute-level market data, rejection/continuation features, and chronological model validation while avoiding leakage from random train/test splitting.
OSYSTIC implemented a private research flow performing chunked OHLCV acquisition, rigorous data-quality checks, ATR and relative-volume feature engineering, structural/event feature extraction, and time-ordered modeling baselines.
This repository contains sanitized public proof only. Raw/licensed datasets, API keys, client identity, private research outputs, and commercial information remain strictly private.
“OSYSTIC demonstrated strong technical understanding throughout the TradingView research project. The work was structured, data-driven, and carefully validated, with clear communication and a professional approach to refining the analysis and implementation.”
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