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violettance/README.md

Hey, you found me

Mary Kurt

I build analytical systems, AI-native workflows, and digital products.

I run Productora, and I also work across research, experimentation, growth systems, automation, and product engineering to turn ambiguous ideas into measurable, usable systems.


What I Do

  • Turn ambiguous ideas into structured systems
  • Build analytics, experimentation, growth systems, and validation workflows
  • Design AI-native products and operational infrastructure
  • Combine research thinking, product sense, and technical execution

How I Work

I like building structure where things are still messy: early-stage ideas, unclear problem spaces, scattered signals, and systems that need to become usable.

My work usually brings together product thinking, analytics, growth systems, experimentation, documentation, and implementation across web, mobile, automation, and AI-assisted workflows.


Selected Work

Second Brain

Second Brain

An AI-native knowledge platform for capturing thoughts, mapping idea networks, and surfacing patterns through structured inputs, voice, and intelligent organization.

Bestseller Analytics

Bestseller Analytics

A manuscript analysis product that breaks fiction into measurable signals like emotion, pacing, tension, and sensory detail to make narrative structure easier to study.

ETF Analytics

ETF Analytics

A market intelligence dashboard combining ETF price tracking, category comparison, risk-return analysis, and AI-assisted sentiment signals in a focused decision interface.

AutoML Pipeline

AutoML Pipeline

An automated machine learning workflow for profiling datasets, exploring them visually, and identifying strong classification models with minimal setup.


Personal Vibe

  • Istanbul based, globally curious
  • Pattern-seeking, structure-building mind
  • Systems thinking meets first principles

Contact Me


Tech Stack

Next.js Supabase Python Swift PostgreSQL Figma Cursor Google Colab


GitHub Stats

GitHub Streak

Pinned Loading

  1. waffle waffle Public

    Waffle is a containerized OpenClaw AI agent deployed on Cloudflare Workers, providing a high-performance Telegram chat service powered by the Z.ai LLM engine

    Shell 5

  2. mindful.ai mindful.ai Public

    A simple ai-driven tracker that logs your daily mood, voice, energy and cycle patterns to reveal clear trends across the year

    TypeScript

  3. 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

  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