01
API · Backend
API · BackendIndependent project · LLM systems
Receipty
A FastAPI receipt pipeline that treats model output as untrusted data, measures extraction quality, and grounds answers in indexed source receipts.
View case studyAI application engineering
AI applications built with evaluation, retrieval, and production reliability.
I apply senior product engineering discipline to LLM systems: explicit failure states, reproducible evaluation, grounded retrieval, typed APIs, and production infrastructure across mobile, web, and backend.
60/60receipt, total, and date checks
69labelled retrieval queries
4retrieval strategies evaluated
80%branch coverage gate
AI evidence · Selected work
Systems measured beyond the demo.
Extraction, retrieval, streaming, native tools, and cloud product systems—each presented with the validation and limits needed to assess the work.
02
iOS · Web · Backend
iOS · Web · BackendProduct engineering · AI workspace
Spookling
An AI workspace spanning native chat, calendar tools, browser-based coding, collaboration, search, and connected services.
View case study03
iOS · iPadOS
iOS · iPadOSIndependent product · Voice intelligence
Revera AI
A privacy-minded voice recorder and AI transcription product with offline queuing, interruption recovery, summaries, translation, and searchable notes.
View case study04
iOS
iOSApplied AI · Health & fitness
Plot My Calories
A camera-first nutrition product that uses vision-based AI to turn a meal photo into an immediately useful nutritional breakdown.
View case studyRelevant capabilities
From model boundary to production path.
Tools are grouped by the systems they support, with project evidence taking priority over keyword volume.
AI applications & backend
- Python
- FastAPI
- Pydantic
- Structured outputs
- RAG
- PostgreSQL
- pgvector
- AWS
Reliability, evaluation & delivery
- pytest
- XCTest
- CI/CD
- GitHub Actions
- Prompt A/B tests
- Recall@k & MRR
- Latency & cost tracking
- Production observability
Web, cloud & product systems
- TypeScript
- React
- Next.js
- AppSync
- Lambda
- DynamoDB
- OpenSearch
- Cloudflare Workers
Professional experience
A senior foundation for AI product work.
The AI specialization sits on top of years spent shipping, debugging, measuring, and leading production software.
08/2025 — Present
Product Engineer — AI Applications
Sellou · AI Product Studio
United States · Remote
- Built Spookling's iOS and web apps for AI chat, calendar workflows, and browser-based coding.
- Integrated SSE streaming and connected LLM tool calls to native EventKit calendar actions.
- Built workspace and direct-message APIs with AppSync, Lambda, DynamoDB, and OpenSearch.
02/2025 — 08/2025
Senior iOS Engineer / iOS Tech Lead
Sellou · Consumer App Studio
United States · Remote
- Progressed to leading the iOS team and introduced CI/CD workflows that cut release cycle time by 50%.
- Cut playback startup by 40% with AVKit/HLS and initial download size by 20% with On-Demand Resources.
02/2024 — 02/2025
iOS Team Lead
Iomob · B2B Mobility-as-a-Service Platform
Barcelona, Spain · Remote
- Led five iOS engineers delivering LNER and BrightBike while sustaining crash-free delivery above 99.9%.
- Added Stripe tokenization to LNER, cutting checkout below eight seconds and trip-planning latency by 35%.
02/2021 — 02/2024
iOS Engineer
Iomob · B2B Mobility-as-a-Service Platform
Barcelona, Spain · Remote
- Built the mobility SDK used in Ford and Renfe integrations, reducing integration time from weeks to under two days.
- Normalized data from more than 10 providers and raised core SDK test coverage above 90%.
Roles and freelance projects
Building an AI product or looking for help with an AI project?
I’m open to relevant engineering roles and selected freelance projects. Based in Egypt and available for remote work or relocation, I’d be glad to hear what you’re working on.