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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

🛠️ Vibe Engineering

I practice what's often called vibe engineering; building fast, delightful systems that feel as good as they function. My current tools of choice are Next.js, Supabase, and Vercel, and I'm heads-down crafting Second Brain, an AI-native knowledge app. Also a Bun enjoyer.


🚀 Product Portfolio

Second Brain

Second Brain

Second Brain is an AI-powered knowledge platform for polymaths to record daily thoughts, visualize idea networks, and surface deep insights through automatic tagging, voice transcription, and intelligent diagrams with Pro features like AI-powered insights and pattern detection now in early access, email me if you’d like to be added before payment rolls out.

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.

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.


✨ 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

Next.js Supabase Python Swift PostgreSQL Figma Cursor Google Colab


🎯 GitHub Stats

GitHub Streak

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  1. second_brain second_brain Public

    AI-assisted second brain system designed to help you capture, connect, and grow your knowledge. Track daily notes, visualize insights in a dynamic knowledge graph, and manage short/long-term memory

    TypeScript 1

  2. metagpt metagpt Public

    This project is a web application generated by metagpt, a multi-agent framework, to explore the capabilities of autonomous AI in software development

    JavaScript

  3. error_vault error_vault Public

    A platform designed to help students preparing for university entrance exams easily log and monitor their test performance

    TypeScript 1

  4. 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

  5. etf_dashboard etf_dashboard Public

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

    TypeScript

  6. automl_pipeline automl_pipeline Public

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

    Python 1