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Case studies

Projects

11 write-ups. Each one covers the problem, what I built, and what the decision cost.

case studyRow lock

Betting Wallet Redesign

A wallet service where two bets placed at the same instant could both spend the same balance.

C#/.NETSQL ServerTransactionsConcurrency
case study< 2s

Computer-Use Agent

Agents that read the screen as pixels and drive legacy desktop software that offers no API to call.

Claude APIComputer UsePythonFastAPI
case study< 500ms

AI Restaurant Ordering

A waiter that answers menu and allergen questions from retrieval rather than model memory, on a locally hosted LLM.

vLLMRAGFastAPIWebSocket
case study3

AI Marketing Agents

Three agents — research, creative, compliance — where nothing reaches a channel until the compliance pass clears it.

Multi-AgentLLM OrchestrationPrompt ChainsCRM
case study70–85%

AI-Augmented Development

A hybrid LLM workflow that plans on an expensive model and generates on a cheap one.

Claude CodeCursorCopilotCI/CD
2021OAuth2.0

OAuth2 Authentication Service

One OAuth2.0 / OpenID Connect service replacing per-product logins across multi-tenant fintech apps.

.NET CoreIdentityServerOAuth2OIDC
2022835/837

Healthcare EDI & HL7 Integrations

Dynamic 835/837 EDI and HL7 parsers that turn messy, multi-vendor healthcare interchange into reliable structured data.

C#/.NETHL7EDI 835/837X12
201840×

Smart Meter Calibration System

A multithreaded calibration pipeline that took smart-meter manufacturing from one meter per cycle to forty.

C#/.NETMultithreadingSQL ServerManufacturing
2024~46×

Payment Transaction Optimization

A stored-procedure refactor that turned per-row transaction processing into a set-based single pass for daily financial workloads.

SQL ServerT-SQLStored Procedures.NET
2023–nowMillions

Enterprise Payment Microservices

Payment services split along the boundaries that matter — gateway, payments, ledger, notifications — carrying millions of records a day.

.NET CoreMicroservicesDockerRedis
2019Millions

Payment Gateway Integrations

Reliable integrations into Egyptian payment channels — Fawry, Aman, and Sahel — with routing and failover at user scale.

.NET CoreNode.jsREST APIsPostgreSQL