Available for new opportunities

AI & Full‑Stack
Engineer

Hands-on experience building and scaling production systems across web, cloud, and applied AI. Currently leading the revamp of a customer-facing LLM chatbot powered by a custom RAG architecture at ITWorx, with enterprise clients including Allegro, Bartlett, and L3 Harris.

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About

Background & Skills

I'm Akram Samir, an AI Engineer & Full-Stack Software Engineer based in Cairo, Egypt. I lead the development of enterprise AI solutions — focusing on Generative AI, Large Language Models, and RAG architectures — while maintaining strong full-stack engineering foundations in .NET, FastAPI, and React with cloud-native deployments on AWS.

AI / GenAI

LLMs RAG Architectures Generative AI Machine Learning Deep Learning Computer Vision TensorFlow PyTorch

Languages

Python C# TypeScript JavaScript Java SQL

Frameworks

FastAPI .NET Core React Angular Django Node.js Next.js gRPC

Cloud & Infra

AWS Docker Microservices CI/CD REST APIs Git

Projects

Featured Work

Enterprise LLM Chatbot — RAG Architecture

Led the revamp of a customer-facing LLM chatbot using a custom RAG pipeline for enterprise knowledge retrieval. Drove improvements in document chunking, embeddings, and retrieval pipelines to deliver accurate, context-aware responses for clients including Allegro, Bartlett, and L3 Harris.

LLMs RAG Generative AI FastAPI React gRPC

Coastal Line Change Detection — Deep Learning

Applied deep learning to automatically extract coastlines from satellite imagery using Computer Vision. Built a predictive model to forecast future coastal changes based on historical climate data.

TensorFlow U-Net DeepLabV3+ Python Computer Vision

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Cloud-Native Microservices API

Production-level microservices architecture built with .NET Core and deployed on AWS ECS. Covers authentication, data persistence, and inter-service communication with Docker-based CI/CD.

.NET Core AWS ECS Docker Microservices REST API

View Code

Experience

Work History

Oct 2025 — Present

Software Engineer — Fullstack & AI

ITWorx

Led development of a customer-facing LLM chatbot using a custom RAG architecture for enterprise knowledge retrieval.
Delivered advanced AI solutions adopted by Allegro, Bartlett, and L3 Harris.
Built full-stack applications using React and FastAPI, improving responsiveness and UX.
Implemented gRPC APIs to optimise microservice communication and reduce network overhead.
Contributed to scalable microservices architecture with clean API design and service integration.
Applied new .NET and C# features, improving code quality and backend efficiency.

Jul 2025 — Oct 2025

Fullstack Developer

Everything To Gain

Refactored backend from FastAPI to .NET Core, improving type safety and maintainability.
Architected strongly-typed .NET API endpoints integrated with Angular frontend modules.
Optimised async task scheduling with Celery, increasing reliability of background workflows.
Implemented Angular components and services with tight coupling to new .NET services.

Dec 2023 — May 2024

Backend Developer

Julfar Consultancy Services

Built Web API applications using microservices architecture with .NET Core.
Developed Django-based applications on MongoDB, enhancing data retrieval efficiency.
Worked with AWS EC2, S3, and CloudWatch; deployed microservices on AWS ECS.
Contributed to production-level AI projects and deployment pipelines.
Collaborated in Agile sprints with frequent feedback cycles.

2019 — 2023

Bachelor of Computer Science

Helwan University — Faculty of CS & AI

GPA 3.0 / 4.0. Core areas: Data Structures & Algorithms, Machine Learning, Computer Vision, Operating Systems, Computer Networks.

AI & Full‑StackEngineer