AT Résumé PDF ↓

New Cairo, Egypt

AhmedTamer

AI & cloud engineer building LLM systems, RAG pipelines and cloud architectures that ship to production.

  • 73%Lower cost per answer
  • 16K+Chunks in a production RAG
  • 18Features shipped at Forsa
  • 5Roles in 2026

About

Hi there!

I build AI systems and the cloud and full-stack software around them: RAG pipelines, LLM orchestration, data pipelines and the apps people actually use on top.

Right now I split my time between AI engineering at AIXRA Lab and shipping product at Forsa Property, alongside a Computer Engineering degree at the German University in Cairo.

I'm an AWS Certified Solutions Architect – Associate, currently specialising in LLM orchestration and MLOps, and I like work where the result is a number that moved, like cost per answer, time to resolution or features in production.

Arabic is my native language, I'm fluent in English, and I'm working on my German.

Toolbox

What I build with

AI & LLMs

LangChainMCPRAGLLM orchestrationChromaDBAWS BedrockAWS RekognitionModal

Cloud & DevOps

AWSDockerKubernetesGitCI/CD

Languages

PythonTypeScriptJavaScriptJavaSwiftC++HaskellSQLVHDL

Frameworks

ReactNext.jsNode.jsExpressTailwind CSSSwiftUICapacitorn8n

Data

PrismaSupabaseMongoDBSQL ServerOracle DB

Security

JWT authHelmet.jsRate limitingMiddleware designIAM

Aug 2026 – presentPart-time

Software Engineer — Forsa Property

Building search, discovery and the mobile apps for forsaprop.com, a live real-estate platform.

  • Shipped 18 search and discovery features on forsaprop.com, plus a 6-API SEO and analytics integration layer.
  • Own the App Store releases of the Forsa Property and Forsa CRM apps, including push notifications, through Xcode and TestFlight.
ReactNode.jsTypeScriptPrismaXcodeTestFlight

Jul 2026 – presentPart-time

AI Engineering Intern — AIXRA Lab

Turning documentary video into validated Arabic data, and answering questions over it for a fraction of the cost.

  • Built a video-to-Arabic data pipeline (Whisper, NLLB-200, Claude API) with a 4-layer LLM validation cascade, producing 57 validated records from 84 documentary videos.
  • Engineered a RAG system over 16K+ chunks (ChromaDB, Groq) that cut cost per answer by 73% at 95% of baseline accuracy using open-source gpt-oss-120b.
  • Deployed it as a voice kiosk on Modal.
PythonWhisperNLLB-200Claude APIChromaDBGroqModal

Jul 2026Internship

User Acceptance Testing Intern — BankNXT

Seeing how a bank tests changes before they reach its core banking system.

  • Translated business requirements into structured UAT scenarios through Change Request reviews.
  • Hands-on exposure to Temenos T24, the bank's core banking system.
Temenos T24UATChange Requests

Feb 2026Internship

Full-Stack Engineering Intern — Multi-Level Group

Identity verification and a marketplace, from the cloud AI layer down to the database.

  • Cloud AI: built an automated KYC pipeline with AWS Rekognition and custom OCR that validates Egyptian IDs against live selfies.
  • Full-stack architecture: architected the “Autousata” marketplace (React.js, Node.js, Oracle PL/SQL) with JWT auth and S3 multipart uploads.
AWS RekognitionOCRReactNode.jsOracle PL/SQLS3

Jan 2026Internship

Digital Demand & Solutions Intern — Orange Egypt

Building a full-stack iOS app inside a telecom's seasonal release cycle.

  • Engineered a full-stack iOS app (SwiftUI, Node.js, AWS S3) with secure JWT authentication and dynamic remote configuration.
  • Contributed to Agile sprint planning for seasonal feature releases.
SwiftUINode.jsAWS S3JWT

Selected work

Four things worth opening

An AI system I'm building now, and freelance products that real people log in to.

ISREA

01 / In progress · System

ISREA

An Intelligent SRE Assistant

A LangChain MCP client on AWS Bedrock, with MCP servers deployed as serverless Lambda functions, aimed at cutting Mean Time to Resolution by 30%.

🚧 Currently building

PythonLangChainMCPBedrockLambdaAPI GatewayCloudWatchDocker
Beyond Egypt camps website home page

02 / Freelance · Product

Beyond Egypt Camps

Registration, payments and a CRM for a camps company

Led a second engineer to deliver camp registration, online payments and an admin CRM that publishes straight to the public site.

👥 Led a 2-engineer build

Next.jsSupabase
Visit beyond-egypt.com
Al Rehla leadership simulation title screen

03 / Freelance · Product

Al Rehla

A multiplayer leadership simulation

Players work through leadership scenarios together, with a real-time leaderboard and live admin controls for running the session.

Next.jsSupabase Realtime
Play it live
Beyond Staff Portal sign-in page

04 / Freelance · System

Beyond Staff Portal

Scheduling, hiring and payroll in one secure portal

An enterprise platform with staff scheduling, ATS pipelines, and a payroll and RBAC system with automated pay-grade calculations and Excel ledger exports.

RBACATSPayrollExcel exports
Visit staff.beyond-egypt.com

Also built

Beyond EG Automations

AI-powered WhatsApp and Instagram auto-replies, incident reporting and comment-triggered DMs.

n8nMeta Graph API
Momentum Football

Redesigned a bare-bones prototype into a corporate-ready pitch interface.

Next.js 14TailwindFramer MotionSpline 3D
Static hosting on AWS

This domain, ahmed-tamer.me: S3 behind CloudFront, secured with ACM SSL certificates and WAF.

S3CloudFrontACMWAF
Three-tier web application

A secure, scalable environment across multiple Availability Zones with Auto Scaling Groups and Elastic Load Balancing.

VPCEC2RDSASGELB

The rest of it

Education, certifications, languages

Education

  • IGCSEBritish Ramses School

Certifications

  • AWS Certified Solutions Architect – AssociateAmazon Web Services · 2025
  • Docker MasteryContainerising apps and multi-container environments · 2025
  • Intro to MCPLangChain Academy

Languages

  • ArabicNative
  • EnglishFluent
  • GermanIntermediate

Let's buildsomething.

Open to AI, cloud and full-stack roles, freelance builds and interesting problems. Email is the fastest way to reach me.

ahmedtamer1705@gmail.com