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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

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  1. 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 2 1

  2. loan-default-detective loan-default-detective Public

    Machine learning project comparing 6 classifiers to predict loan default on 1.35M Lending Club loans, plus interest-rate regression. Covers class imbalance, ROC-AUC and data leakage.

    Jupyter Notebook 2

  3. gym-class-heroes gym-class-heroes Public

    Exploratory data analysis on a gym exercise dataset using Seaborn — statistical plots, correlation analysis, and custom theming.

    Jupyter Notebook 3

  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 13 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