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dreadf/README.md

Hi, I'm Raid 👋

Aspiring Data Scientist · Information Systems Student @ Institut Teknologi Sepuluh Nopember (ITS)
Learning to turn data into decisions with a design eye most data people don't have.


About me

I'm a data-science learner building real, hands-on ML projects from the ground up, most recently a 5-day stock direction prediction pipeline for the Alpaca AI Trading Agents Hackathon and a market analysis app (ArgusIDX) for Sector's hackathon.

What makes my angle a little different: alongside ML, I actively work as a UI/UX designer and graphic designer across several student organizations at ITS, so I bring a genuine design sensibility to how data and results get communicated, not just modeled.

  • 🔭 Currently building: ML pipelines for market signal research, graphic design work for 180DC ITS, and UI/UX work for HMSI ITS (SIMETRI) and Information Systems Expo
  • 🌱 Currently learning: applied machine learning, panel/pooled modeling for financial time series, ETL pipelines, medallion architecture for data lakehouse, data visualization, and Bayesian approaches to forecasting
  • 🎨 Also active as: Web Development Staff (GERIGI x UKM EXPO ITS), UI/UX Expert Staff (ISE 2026), Market Analyst (180 Degrees Consulting ITS), UI/UX Designer (SIMETRI), and Creative Design Staff (Petrolida)
  • 💬 Ask me about: ML pipeline design, data visualization, creative industry, or UI/UX for products
  • 📫 Reach me on LinkedIn Fiverr

Tech stack

Data Science / ML

Web / Engineering

Design


GitHub stats


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  1. argusidx argusidx Public

    A fact-checker for stock tips, built on Sectors data. This tool, ArgusIDX, tells you whether the idea behind the tip has ever held up on Indonesian stock market data, and what usually happens to a …

    Python

  2. Argus Argus Public

    A option trader bot that takes API from ALPACA to option trade on SPY

    Python

  3. Face-Recognition-CV Face-Recognition-CV Public

    Utilizing computer vision and training a model for face recognition

    Python

  4. customer-churn customer-churn Public

    Machine learning on churn to predict whether customer are likely to leave or stop using the service

    Jupyter Notebook

  5. hotelseek hotelseek Public

    Final Project ASD - Graph-Based Hotel Selection and Shortest Path Finder Using Dijkstra Algorithm

    Java

  6. ETL_Pipeline ETL_Pipeline Public

    Python