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Manuel H.

Data engineer building measurement systems for ads — and execution systems for markets.

Munich · VollcomDigital · Python · BigQuery · Pine Script

I spent a decade in MarTech & AdTech (Google Ads, Meta, programmatic) building attribution, pipelines, and ML for performance marketing. Now I apply that same rigor — idempotent data, no lookahead, hard risk limits — to quantitative trading and DeFi infrastructure.

Public work: quant-pine · cloudflare-control-plane · docs portal


What I build

quant-pine Pine Script strategies & indicators — the research layer for systematic trading
cloudflare-control-plane Edge security for webhooks & APIs — WAF, Workers, Terraform
quant-system (private) Multi-asset platform: 8+ data feeds, backtesting, paper/live execution with OMS/RMS split → architecture docs
flowchart LR
  A[Pine signal] --> B[Backtest]
  B --> C[RMS gate]
  C --> D[OMS / live]
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Most teams treat ads measurement and trade execution as separate worlds. I work at the overlap — where attribution lag looks a lot like bar lag, and budget caps look a lot like position limits.

MarTech → Quant series · OMS / kill-switch design


Stack

Python SQL GCP AWS Terraform

BigQuery · dbt · Polars · ML / forecasting · DeFi · Cloudflare Workers


Activity

See public changelog for weekly repository activity (auto-generated).

GitHub followers quant-pine stars


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Quant infra, data pipelines, Pine Script, or MarTech measurement — open an issue to start a conversation.


“Data is a tool for empowerment, not just measurement.”

About

GitHub profile — data engineering, MarTech/AdTech, quantitative trading, and DeFi.

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