All work
Data · AI Tooling· 2025
Quantitative Dashboard
A data pipeline and dashboard that ingests millions of historical records and computes expected value in real time.
The challenge
Raw archive files needed to become decisions. The pipeline had to parse compressed data and surface an edge instantly.
Our approach
A Dockerised Python ingester writes to Postgres; a Next.js dashboard computes EV per event and tracks simulated vs. real outcomes.
M+
Records ingested
Live
EV computation
2
Services, 1 DB
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