Rescue & Rebuild
for founders whose AI-assisted MVP found users but wasn't built to keep them
Your prototype proved the market. Now it's fragile, opaque, and every deploy is a gamble. We audit, stabilize, and incrementally re-architect — while the product stays live and keeps earning.
- Architecture & code review report — what's solid, what's fragile, what's dangerous
- Risk map — security, data integrity, scalability, prioritized by business impact
- Stabilization sprint — critical fixes first, visible results in weeks
- Re-architecture roadmap — incremental, no big-bang rewrite, no downtime
- Ongoing senior team — or a clean handover to yours, fully documented
starts with: free 30-min call + code review · 1–2 week audit
AI & Data Science
for businesses drowning in manual decisions and messy data
Custom AI systems that automate real decisions: audit automation, LTV and churn prediction, forecasting, segmentation. We're comfortable with incomplete, messy, even "unparsable" data — our betting-industry audit AI reached 90%+ accuracy with only 20% data coverage per case, replacing the work of five full-time analysts.
- Decision-automation AI trained on your experts' logic
- Predictive models: LTV, churn, chargebacks, activity forecasting
- Traffic segmentation and behavioral clustering
- Continuous monitoring so accuracy doesn't decay in production
stack: Python · Golang · PostgreSQL · custom ML pipelines
Data Engineering & BI
for companies where reporting means "someone updates Excel manually"
Data warehouses, ETL pipelines, BI dashboards, real-time monitoring and alerting. For one multi-brand holding we unified 38 sources — 23 databases, 8 APIs, even Google Docs — into one analytical core with 300+ Tableau dashboards, automated P&L and 5-minute health checks with Slack alerts.
- DWH design and automated data pipelines (hourly/daily)
- BI systems: dashboards, automated P&L, ad-hoc analysis
- Real-time monitoring and anomaly alerting
- Data marts ready for data science on top
stack: Hadoop · Hive · Presto · Python · Tableau · MySQL · PostgreSQL
Full-Cycle Product Development
for founders who want it built right the first time
Backend, web, native mobile, DevOps — from architecture to launch. We built a complete restaurant CRM ecosystem (CRM dashboard, web menu, native iOS/Android apps, Telegram bot) from zero to MVP with 5 paying restaurant partners.
- Scalable Go + PostgreSQL backends with secure API layers
- Native mobile: Swift/SwiftUI, Kotlin/Jetpack Compose
- Web frontends (Angular), chatbots, third-party integrations with fallback logic
- CI/CD pipelines, full test coverage: unit, integration, UI
stack: Go · PostgreSQL · Angular · Swift · Kotlin · GitLab CI/CD