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abdullahabtahi/README.md

Abdullah Abtahi

Data Science • Product Strategy • Digital Systems

Coming from a non‑STEM business degree, I’m deliberately pivoting into data science and intelligent systems. I build things that translate messy business problems into clear, testable code and experiments.

Intro


From Business to Data & AI

Early in my career, I started in marketing and design. Over time, I kept hitting the same wall: decisions were slow, data was noisy, and our systems couldn’t keep up.

Instead of treating “tech” as a black box, I decided to open it. I now spend ~25 hours a week on rigorous self‑study as a bridge into a future MSc in Data Science or AI, focusing on first‑principles computer science and the mathematics of learning systems.

My goal: to be the person who advocates for human-centered AI for social impact and make the world a better place

Education

My work is defined by the intersection of three methodologies:

  1. Consulting Precision: Applying MECE logic and the Pyramid Principle to break down complex problems.
  2. Startup Agility: Leveraging YC-style iteration and lean validation.
  3. Human-Centered Design: Ensuring every system and algorithm solves a genuine human need with empathy.

Selected Projects

  • Power Plant Energy Output Prediction: Predicting hourly net energy output of a Combined Cycle Power Plant using time-aware splits and tree-based ensemble models. Focus: Data Science & Machine Learning.
  • Globalsors Web Design & Development: Designed and developed a modern, responsive website for a global consulting and industrial supplies. Focus: Web Design & Development.

Connect

I value clarity, structure, and brutally honest feedback.

"The biggest quest to learn anything is curiosity."

Pinned Loading

  1. deriv-defensor deriv-defensor Public

    Deriv Defensor is an agentic co-pilot that predicts which affiliate partners are about to churn, explains why they are at risk, and then launches personalized, automated interventions to protect mi…

    Python

  2. Power-Plant-Energy-Output-Prediction Power-Plant-Energy-Output-Prediction Public

    Time-aware machine learning model to predict combined cycle power plant energy output, with CRISP-DM workflow, model comparison, and executive-style reporting.

    Jupyter Notebook

  3. product-decision-advisor product-decision-advisor Public

    Python 1

  4. vera-design-ops-agent vera-design-ops-agent Public

    AI design co-pilot that connects to Figma, understands a team's design system, and delivers expert-grounded UX critique (citing WCAG, Gestalt, Nielsen heuristics, etc.). Built for the Gemini Live C…

    Python