Real work. Real results.
Case Studies
A selection of data platforms I've designed and shipped - with the numbers to show for it.
Algorithmic Trading · UK & France 2026
Automated Trading Platform - MT5 Integration & Data Pipeline
Independent Trading Firm
Turned an inconsistent manual strategy - swinging between -3% and +8% monthly - into a consistent automated system delivering 5-8% monthly returns across 18 symbols simultaneously, in 6 weeks.
5-8%
Monthly return
6 weeks
End-to-end delivery
PythonMetaTrader 5KafkaPandasNumPy +3 more
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EdTech · Cambridge, UK 2025
Data Platform Modernisation
Series A AI Learning Platform
Rebuilt a legacy Redshift warehouse into a production lakehouse on Apache Iceberg - cutting warehousing costs from £2.8k to £390/month and dropping worst-case query times from 5 hours to under 1 hour, delivered in 8 weeks.
£2.4k
Monthly cost saved
8 weeks
End-to-end delivery
PythonApache IcebergAWS S3AWS GlueAWS Athena +5 more
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