CASE STUDIES
Every system listed here is live in production. Real architecture, real constraints, hard numbers. 37+ systems across AI, data engineering, infrastructure, platforms, and real-time processing.
NEXT STEPS
Custom software, AI, and data infrastructure. Fixed scope, full IP transfer. Most projects ship in under two weeks.
We built a 723M-row market data pipeline ingesting 10 exchanges simultaneously at under 50ms tick-to-storage latency.
723M+ Total rows stored
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We migrated 425M rows to ClickHouse and achieved 8x storage compression and 15x faster analytical scans versus our prior QuestDB setup.
723M+ Rows stored
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We replaced a Python fan-in that dropped ticks under load with a Rust multi-task aggregator handling 80,000 ticks per second across 10 exchanges at 3.1% CPU.
80K tick/s Peak throughput
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We migrated 425M rows across 43 tables from a CPU-saturating QuestDB deployment to ClickHouse in 6.5 days with zero data loss.
425M+ Rows migrated
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We built a zero-cost downloader collecting 11,706 equity symbols across 19+ global exchanges, replacing $8,000 to $22,000 per month in vendor licensing.
11,706 Total symbols collected
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We built a revision-aware FRED pipeline tracking 63 macro series with 90-day lookback windows, growing coverage from 32 to 63 series in one sprint.
63 FRED series tracked (from 32)
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We built a shared Rust validation library that blocked 1,319 corrupt rows from entering ClickHouse and caught 4.35M corrupt records through nightly out-of-band audits.
723M+ Total rows validated
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