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hexsyro/README.md

Private Repos

Project Description
SocialIntel Dataset marketplace with 100+ social media sources and custom datasets delivered in 1-3 days
PulseAggregator Live news aggregation platform covering 15,000+ sources, built with Next.js
FinPull Unified trading dashboard for stocks, forex, crypto and futures, with explicit latency labeling

Tech Stack

Area Tools
Data & ML Python NumPy Pandas scikit-learn XGBoost LightGBM CatBoost Optuna Matplotlib Seaborn
Backend & Data PostgreSQL SQLAlchemy FastAPI Pydantic Next.js React
MLOps & DevOps MLflow pytest Docker Git GitHub Actions Linux

Pinned Loading

  1. ride-demand-forecaster ride-demand-forecaster Public

    Bike-share demand forecasting: RMSE compared across raw, encoded, scaled and engineered features.

    Jupyter Notebook 2 1

  2. complaint-triage complaint-triage Public

    Multi-class text classifier that routes consumer complaints to the right product category using TF-IDF, LinearSVC and a CLI router.

    Jupyter Notebook 28 1

  3. loan-default-detective loan-default-detective Public

    Predicting loan default on 1.35M Lending Club loans with 6 ML models: class imbalance, ROC-AUC and data leakage explained.

    Jupyter Notebook 22

  4. spotify-mood-ring spotify-mood-ring Public

    Music mood analysis with pandas & NumPy — valence trends by genre and year from Billboard + Spotify data.

    Jupyter Notebook 1

  5. HonestyPipeline HonestyPipeline Public

    Orchestrate 8 data-quality audits into one pipeline and package the results with a data-health score, datasheet, and report.

    Python 47 1

  6. Anti-Scraping-Playwright Anti-Scraping-Playwright Public

    web scraping framework that bypasses common anti-bot measures using advanced evasion techniques.

    Python 27 2