8000 violettance (İrem Kurt) · GitHub
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violettance/README.md

Hey, you found me

Mary Kurt

I run Productora, a one-person product analytics studio powered by AI agents.

I specialize in structuring ambiguous ideas into measurable frameworks not just analyzing data, but designing the questions that drive clarity.


⚡ What I Do

  • Turn business problems into data questions
  • Build structured analytical processes around abstract ideas
  • Discover insights through statistical modeling and behavioral analysis
  • Deliver clarity, not just dashboards

🚀 Product Portfolio

AutoML Pipeline

AutoML Pipeline

The platform allows users to quickly view a profile of their uploaded dataset and visualize it interactively, and for datasets suitable for classification problems, further allows them to identify and download the best-performing model for their prediction target, with regression problem capabilities coming soon.

Bestseller Analytics

Bestseller Analytics

The platform showcases insights from 2024's bestselling fiction and lets users upload manuscripts for chapter-level analysis across emotion, pacing, tension and sensory detail to reveal the story's structure, style and overall impact with a bestseller prediction module coming soon.

ETF Analytics

ETF Analytics

An interactive dashboard that tracks real-time ETF prices, trend history, and AI-powered news sentiment - while surfacing top performers, visualizing risk-return, and comparing category performance over time in a clean, insight-focused interface with additional capabilities coming soon.


✨ Personal Vibe

  • Istanbul based, globally curious
  • Highly visual, highly structural mind
  • Systems thinking meets first principles, that's how I work

✉️ Contact Me


🧠 Tech Stack

Python Swift PostgreSQL Figma Cursor Google Colab

Pinned Loading

  1. bestseller_anatomy bestseller_anatomy Public

    The platform showcases narrative analysis outputs from 2024’s bestselling fiction and allows users to upload their own manuscripts for comparison, with a bestseller prediction module coming soon

    TypeScript

  2. etf_dashboard etf_dashboard Public

    Interactive dashboard for analyzing ETFs using both real time API data and historical data pulled through yfinance endpoints

    TypeScript

  3. automl_pipeline automl_pipeline Public

    This platform allows you to build an automated ML pipeline using Streamlit, Pandas Profiling, PyCaret and PyGWalker

    Python

  4. jupyter_notebooks jupyter_notebooks Public

    This repository will contain experiments using various libraries and models for data analysis

    Jupyter Notebook

  5. colab_notebooks colab_notebooks Public

    This repository serves as a study material for the "Python for Data Analysis" book by Wes McKinney, covering topics and techniques

    Jupyter Notebook

  6. sql_projects sql_projects Public

    The repository contains monthly and annual reports for the AdventureWorks database, along with EDA and visualization for UIBakery's database

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