Open to freelance/Alexandria, Egypt

Mohamed Ashraf

AI Engineer — RAG, AI Agents, LLM Apps in Production

I build production-grade AI systems — RAG pipelines, AI agents, and LLM-powered chatbots — that ship to real users, not just demos.

About

I'm a Computer & Data Sciences graduate of Alexandria National University, working as an AI Engineer at KBLabs where I build multi-agent AI systems used by real customers.

I specialize in Generative AI, LLMs, RAG systems, and autonomous agents — fine-tuning models, designing multi-agent pipelines, and deploying them to production. As a native Arabic speaker I build AI that genuinely works in Arabic and Egyptian dialect, not just English.

What I care about most is what makes AI reliable in production — grounding, guardrails, evaluation, and clean architecture — not just wrapping an API call.

Core stack

PythonLangChainLangGraphGoogle ADKFastAPIDockerPostgreSQLQdrant / pgvectorLoRA / QLoRA / GRPOvLLM

Currently

AI Engineer at KBLabs · September 2025 — Present

Work

AI Engineer · KBLabs

September 2025 — Present·Part-time·Remote — Cairo, Egypt

Building production multi-agent AI systems with Google ADK, integrated into .NET / MongoDB backends.

Projects

Skills

Generative AI & Agents

LangChainLangGraphGoogle ADKRAG SystemsPrompt EngineeringMCPHugging Face

LLM Fine-Tuning & Inference

LoRAQLoRAGRPOPEFTUnslothvLLM

Vector Databases

QdrantpgvectorChromaDBFAISS

ML, Deep Learning & Vision

PyTorchTensorFlowTransformersBERTCNNsSequence ModelsOpenCVYOLOVision-Language Models

Backend & Databases

PythonFastAPIPostgreSQLRedisMongoDBAlembicSQL

MLOps & Infrastructure

DockerAWSGitHub ActionsLangSmithGrafanaModal

Languages

ArabicNative

EnglishProfessional working proficiency

Background

September 2022 — June 2026

Alexandria National University

Bachelor's Degree, Computer and Data Sciences

GPA 3.8 / 4.0

Generative AI & LLMs· DeepLearning.AI

  • Retrieval Augmented Generation (RAG)
  • AI Agents in LangGraph
  • Safe and Reliable AI via Guardrails
  • Red Teaming LLM Applications

Deep Learning Foundations· DeepLearning.AI

  • Neural Networks and Deep Learning
  • Convolutional Neural Networks
  • Sequence Models

Agents & Tooling· Hugging Face

  • Hugging Face Agents Course
  • Fine-Tuning Language Models

Knowledge Graphs· Neo4j

  • Building Knowledge Graphs with LLMs

Cloud & Foundations· AWS · NTI · Huawei · Harvard · Coursera

  • CS50's Introduction to AI with Python — Harvard
  • AWS Academy Cloud Foundations — AWS
  • HCIA-AI V3.5 — Huawei

Get in touch

Open to freelance and collaboration — let's talk about what you're building.