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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2

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Organizations

@Productora-Studio

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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

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 2

  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