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Case Studies

Work that ships. Results that stick.

Every engagement starts with a real problem and ends with measurable results. Here's what we've built.

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Automation

High-volume commerce platform

faster releases

Faster release cycles for a high-volume commerce platform

Challenge

Shipping every 2–3 weeks due to manual QA, flaky pipelines, and release friction.

Approach

Rebuilt CI pipeline, introduced automated test suites and staging deployment; established SDLC and release discipline.

Result

Release cadence cut to under 10 days; fewer production incidents.

GitHub ActionsPlaywrightTypeScriptNode.js
Ecommerce

$150M+ global B2C brand

23×
faster load time

Global multi-market commerce and payment platform at scale

Challenge

Monolithic commerce stack causing slow page loads and blocking new markets and payment methods.

Approach

Architected cross-market purchasing, multi-gateway payment infrastructure, and configurable product/subscription systems; incremental decomposition.

Result

Supported 50+ countries, 75K+ orders/month; faster load times and new market launches.

Node.jsPostgreSQLRedisPayment gatewaysKubernetes
Data

B2B distribution platform

90×
faster queries

Unified analytics and distributor performance hub

Challenge

Siloed data across tools; leadership and distributors lacked real-time performance visibility.

Approach

Built a single source of truth, dashboards for individual and team performance, and real-time alerts and behavioral prompts.

Result

One performance hub for 150K+ participants; query time and reporting friction drastically reduced.

BigQuerydbtAirflowMetabasePython
Automation

Enterprise operations (global commerce + distribution)

80%
less manual work

Internal ops dashboard and workflow automation

Challenge

15+ hours/week manual reporting and config across promotions, SKU, loyalty, and commission rules.

Approach

Built internal admin and business-rule tools plus workflow engines for compliance, audits, and case handling.

Result

Manual work cut by 80%; cross-department visibility and approval cycles shortened.

ReactNode.jsPostgreSQLn8nSlack API
Platform

B2B distributor network (nine-figure commission engine)

94%
fewer failures

Commission and payout engine at scale

Challenge

Multiple commission systems, no unified calculation or audit trail; payout and regulatory risk.

Approach

Designed and built a unified commission and bonus engine (tiered rules, overrides, market-specific logic, real-time calculation, audit/reconciliation).

Result

Integration and payout errors down sharply; financial integrity and audit readiness.

Node.jsRedisPostgreSQLDockerEvent-driven pipeline
Platform

Global eCommerce / distribution operations

65%
fewer escalated incidents

Fraud and risk management for global commerce

Challenge

High fraud and abuse risk on customer orders and distributor commissions; manual review bottlenecks.

Approach

Architected fraud scoring, hold/escalation queues, and review workflows for customer orders and commission payouts; anomaly detection and release processes.

Result

Fraud loss and abuse reduced while preserving conversion and distributor trust.

Node.jsPostgreSQLQueue/worker pipeline
Automation

High-volume commerce platform

65%
fewer escaped bugs

QA automation and release confidence for high-volume platforms

Challenge

3–5 production incidents per sprint; insufficient test coverage and flaky releases blocking velocity.

Approach

Deployed regression test suites (unit, integration, E2E), visual regression and smoke tests on every PR; integrated into CI/CD.

Result

Bug escape rate dropped sharply; production incidents per sprint reduced; release cadence improved.

PlaywrightJestGitHub ActionsChromaticTypeScript

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