Case studies
Work that shipped.
How we've helped teams move from stuck to scaling. Real engagements — metrics, constraints, and the messy middle left in.
Bridging Web2 and Crypto for Xsolla's next-gen payments infrastructure
Ongoing engagement supporting Xsolla's move from a global game-commerce giant (2,500+ games, 1,000+ developers, millions of players) into a Layer 2 blockchain platform for cross-game asset ownership.
Full on-chain data infrastructure for Bonkbot — shipped in 3 weeks
Built multi-region ClickHouse clusters and custom ETL pipelines covering APAC, EU, and US. Halved frontend query latency and gave internal teams the ability to validate market data in real time.
Structured data from messy bond prospectuses, feeding alpha-generating signals
Built GenAI pipelines to extract structured data from bond prospectuses and long-form financial documents — and fed the output into the models that generate trading signals.
A real-time ML offer engine with a 99.99% SLA and <150ms latency — at the scale of millions of DAU
Built an ML-backed offer recommendation engine integrated into the in-game SDK. Lived inside the ad-tech hot path, served real users, and didn't miss its SLA.
4x accuracy lift on account-takeover fraud — shipped inside a sub-50ms auth hot path
Built an ML scoring engine for account-takeover detection, integrated into the authentication gateway. Replaced static rules with a live model that caught four times more real fraud at the same false-positive rate, in under 50ms.
Tracking 500+ competitor games, automatically — cut manual research by 80%
Built a large-scale system to track launches, pricing, and promotions across 500+ competitor games globally. Replaced a team's worth of manual research with a pipeline that was more consistent and ran every day.