AI Engineer

Moustafa Mohamed

I build AI applications that save time, effort, and money.

Currently building AI Agents

What I Do

Three Ways I Save Your Team Time

From gathering requirements to deploying production systems — I build the AI layer that replaces manual work.

Text-Based AI Solutions

Chatbots, AI assistants, and RAG systems that talk to your customers across WhatsApp, web, and social media.

Voice AI Agents

Real-time voice agents with natural turn-taking and low-latency speech — built for multilingual conversations.

Automation Workflows

No-code and low-code automations that replace manual processes — from lead gen to competitor analysis to reporting.

Portfolio

Featured Projects

Full-Stack AIProduction

AI Radar — Competitor Intelligence Platform

One platform, 6 channels — brand & competitor intelligence for as little as $2

6-in-1

Solution

~$2

Cost / Cycle

40+

Hours Saved

PythonFastAPIGPT-4oApifyReactViteThree.jsRailway
Details
LLM Fine-tuningPrototype

Arabic ASR End-of-Utterance Detector

Know exactly when an Arabic speaker is done talking — in 50–100ms

84.6%

Inference Acc.

50–100ms

Latency

57K+

Training Samples

Qwen2-0.5BLoRALiveKitHugging FacePythonLLaMA Factory
Full-Stack AIProduction

Social Media Campaign Automation

Smart assistant that ran a 5-week social media giveaway across 3 platforms for Egypt's most popular patisserie (+5M followers) — fully automated

3

Platforms

5 Weeks

Duration

Zero Manual

Moderation

PythonFastAPIGPT-4Meta APIsWebhooksasyncioaiohttp
Details
AI ChatbotProduction

Venue Booking AI Assistant

RAG-powered chatbot that recommends venues, handles bookings, and captures leads across web and social

<3s

Response Time

2,000+

Venues Indexed

25+/wk

Staff Hours Saved

PythonLangGraphLangChainRAGFAISSQuartMeta APIsHuggingFace Embeddings
Details
Full-Stack AIProduction

Healthcare Clinic AI Assistant

AI assistant that handles patient inquiries, books appointments, and sends WhatsApp confirmations — in Italian and English

24/7

Availability

<3s

Response Time

IT / EN

Languages

PythonLangGraphLangChainRAGFAISSGPT-4FastAPIWhatsApp API
Details
Classical MLNanodegree Project

Disaster Response Pipeline from Appen

Categorized emergency messages using NLP — 78% F1, 91% precision

78%

F1-Score

91%

Precision

36

Categories

PythonScikit-learnNLPTF-IDFRandom ForestGradient BoostingSVMETLFlask
Details
RecSysNanodegree Project

Recommendations Engine for IBM Watson Studio

Hybrid recommendation engine with SVD

98%

Accuracy

Hybrid SVD

Method

Handled

Cold-start

PythonSVDCollaborative FilteringPandasNumPy
Details
Computer VisionGraduation Project

Driver Monitoring & Lane Departure Warning System

Real-time driver monitoring and lane departure warning system — mentored by Valeo

97%

Accuracy

Real-time

Processing

Valeo

Mentor

PythonTensorFlowVGG16CNNOpenCVMediapipeScikit-learn
Details

Toolkit

Skills & Technologies

Applied AI & LLM Development

LLMsRAGFine-tuning (LoRA/QLoRA)Prompt EngineeringEmbeddingsSentence TransformersAI Agents (CrewAI)MCPsASR Pipelines (STT/TTS)NLPLangChainLangGraphClassical MLClaude Code CLI

Backend, Data & UI Development

PythonFastAPIREST APIsPostgreSQLRedisVector Databases (FAISS)ETLGitMETA APIsReact

Deployment & AI Operations

RailwayDockerAWSLLMOps (LangSmith, Langfuse)

Journey

Experience

Jan 2025 – PresentCurrent

AI Engineer

51TalkCairo, Egypt
  • Built AI Radar, a centralized platform tracking customer reviews and engagement across 6 social media platforms, automating performance reporting and insights generation.
  • Developed an end-to-end ML pipeline to process customer service calls (speech-to-text, sentiment analysis, labeling, and tagging) to enhance quality monitoring and data-driven decisions.
  • Contributed to building a voice assistant agent that proactively calls customers with automated class reminders, improving operational efficiency and engagement.
  • Partnered with Sales, Marketing, and HR to design and deploy AI-driven automation solutions that reduced manual reporting effort and operational costs.
Mar 2024 – Jan 2025

AI Engineer

HumAIRemote, Egypt
  • Built a smart assistant for a social media campaign across Facebook, Instagram, and TikTok that replied to comments and DMs, validated user answers, and distributed rewards.
  • Developed AI assistants for venue booking and healthcare platforms that recommend locations, manage reservations, and schedule patient appointments.
  • Integrated live dashboards into these systems to help clients track campaign performance and incoming leads in real time without manual reporting.

Education & Certifications

B.Sc. Communication & Electronics Engineering

Alexandria University · 2019 – 2024

Valeo Tech Talents Demo Fair

Valeo

Data Science Nanodegree

Udacity

Applied Data Science Lab

WorldQuant University

Google Data Analytics

Google

Connect

Let's Build Something

Looking for an AI Engineer who ships? Let's talk about how I can bring AI into your workflow.

Designed & built by Moustafa Mohamed · 2025