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kaizenbnb/README.md

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Hi, I'm Oliver

I am a data analyst and builder with an engineering background. I started in industrial engineering and control systems, and I moved into data because that is where I get to solve real problems. I work with SQL and Python to make sense of messy data, and I build agentic AI tools and web apps on top of it.

Most of my hands on work happens in the crypto space, where I ship dashboards, indexes and automation that turn live market data into something people can actually use. I learn fast, I ship often, and I care about the numbers being right.


What I bring to a team

Data & analytics → SQL queries, data cleaning and modeling with Python and Pandas,
                   dashboards and indexes that track live metrics.
Agentic AI       → LLM assistants and tools, function calling, prompt design,
                   reliable structured outputs.
Platforms        → Next.js, TypeScript and Node.js apps, Vercel deployments,
                   scheduled jobs and clean Git workflow.
Industrial / SCADA → Hands on with Siemens and Schneider Electric, PLC programming,
                     Modbus, Profibus, Profinet and OPC UA.

Featured project

Crypto Market Intelligence

A reproducible SQL and Python project that uses public Binance market data to detect volatility regimes, abnormal volume, trading session patterns and a market health score across major crypto pairs. It is built the way a real analytics task would be: raw data in, clean schema, analytical SQL, clear charts and a short report a non technical reader can follow.

Stack: SQL · DuckDB · Python · pandas · matplotlib · Jupyter


Things I have built

The Binance Index

A live index that measures Binance against other exchanges, chains and traditional finance. I built the ingestion layer, the metrics and the web app.
Ingestion service →

JAGER-AI

An agentic AI assistant that researches on-chain and market data and returns clean, structured answers.
View project →

Angel-TAX

An open source tool for crypto taxation in Spain, built with privacy in mind. Models transaction data into clear tax reports.
View project →

Whale Intel

On-chain intelligence that tracks large wallet movements and turns them into market signals.
Private while in progress.

Tools I work with


A look at my GitHub

 

snake eating my contributions

Kaizen. Small, steady steps. That is how I work.

Pinned Loading

  1. Angel-TAX Angel-TAX Public

    Herramienta open source para la fiscalidad de criptomonedas en España, con foco en privacidad y modelado de datos de transacciones

    HTML

  2. goat-vs-everyone-crons goat-vs-everyone-crons Public

    Scheduled GitHub Actions that ingest live market data for the goat-vs-everyone index

  3. JAGER-AI JAGER-AI Public

    Binance themed AI assistant built with agentic LLM tools to help users stay safe and use the platform smarter

    HTML