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Mrwanawad/README.md
Mrwan Ibrahim Hassan, Senior AI & LLMs Engineer



AI & LLMs Engineer Alexandria, Egypt



LinkedIn GitHub Hugging Face Email

Profile

Senior AI & LLMs Engineer with 4+ years of commercial experience architecting production-grade AI systems and shipping them as SaaS products. I take AI from concept and user stories to live deployment across Agentic AI, RAG, LLM fine-tuning, voice AI, Computer Vision, NLP, and Generative AI, with the backend, cloud, and DevOps depth to run it all in production.

My work spans fully autonomous voice agents, HIPAA-compliant clinical-workflow agents running across 15+ U.S. clinics, and LLM copilots plugged directly into live ERP platforms. I also lead: I have managed engineers building agentic AI workflows, and I mentor engineers and non-technical SMEs as a Principal Technical Trainer.
Current role Senior AI & LLMs Engineer at Akwad.ai (Saudi Arabia)
Focus Agentic AI · Autonomous Voice Agents · RAG · LLM Fine-Tuning
Shipped SaaS products across ML, RAG, Computer Vision, NLP, and Gen AI
Domains Healthcare (HIPAA) · ERP Platforms · Developer Tooling · EdTech
Leadership Managed AI engineers · Principal Technical Trainer · Corporate AI Consultant
Languages Arabic (native) · English (fluent)

Experience

Senior AI & LLMs Engineer — Akwad.ai SW Solutions, Saudi Arabia (On-site) 2026 – Present

  • Managed and architected internal and external AI solutions integrated into live, in-production ERPs.
  • Built Coject Agent for the Coject Platform: a fully integrated AI agent wired with tools and skills that serves product owners and project managers by generating project assets.
  • Delivered CojectAI Copilot: a live, plugged-in multi-agent coding assistant for frontend and backend developers working on the Coject React component framework.

AI Architect — Synergex Med, California, USA (Remote) 2025 – 2026

  • Architected and built an autonomous, end-to-end, HIPAA-compliant AI agent that automates clinical workflows across 15+ clinic locations in the USA.
  • Integrated the agent with AWS backend services to detect call escalations and HIPAA violations.

Senior AI/Backend Engineer — dentalbase.ai, Atlanta, Georgia, USA (Remote) 2024 – 2025

  • Built the speech, voice-cloning, and backend services of Dentivoice, a fully autonomous, HIPAA-compliant AI receptionist handling calls and appointment management 24/7.
  • Developed backend and business services for DentiMetrics, an AI performance-analytics platform for U.S. dental practices.

Senior Full Stack AI Engineer — EasyWay SW Solutions, Egypt (On-site) 2022 – 2024

  • Managed the full technical life cycle of AI-powered ERP systems built for medium-scale businesses.
  • Shipped AI features including chatbots, ML and DL models, and computer vision capabilities such as live object detection and image segmentation.

Featured Projects

Project Description Stack
Coject Agent In-platform AI agent that automates the work of product owners and project managers, generating SOWs, PRD plans, and UI/UX mockups Agentic AI · Tool & Skill Calling · SaaS
CojectAI Copilot Multi-agent coding assistant that creates modules and files, generates code, and implements systems end to end on the Coject React framework Multi-Agent Systems · Code Generation · React
Dentivoice Autonomous AI dental receptionist handling patient calls, scheduling, and 24/7 support FastAPI · Anthropic · OpenAI · LangChain · LangGraph · Whisper · ElevenLabs
Dentimetrics AI performance-evaluation system deployed across multiple U.S. dental practices, with QLoRA fine-tuning for practice-specific insights FastAPI · Django · Anthropic · QLoRA
AI-Powered QA SaaS system monitoring 100% of clinical calls for HIPAA compliance and professionalism, replacing manual QA FastAPI · Anthropic · Whisper · PostgreSQL · Redis · AWS
TAMKEEN Inclusive learning platform for people with disabilities, with RAG-powered chatbots FastAPI · RAG · TTS · STT
HR-End-to-End-Assistant AI CV analyzer supporting multi-provider LLMs Groq · Mistral · Streamlit · FastAPI · Pydantic
Call-QA-Analyzer Automated call quality analysis pipeline Anthropic · FastAPI
Football-AI-Agent Agentic AI system for football analytics OpenAI · FastAPI

Technical Stack

Languages

Python TypeScript JavaScript C++ C C# Java

LLM Providers & AI APIs

OpenAI Anthropic Gemini Grok Cohere Mistral Groq Ollama OpenRouter Vertex AI

Agentic AI, MCP & Orchestration

LangChain LangGraph CrewAI AutoGen Google ADK Microsoft Agent Framework FastMCP Temporal LlamaIndex

RAG, Vector Stores & Evaluation

PGVector Pinecone Qdrant ChromaDB FAISS SentenceTransformers LangSmith RAGAS DeepEval

LLM Fine-Tuning & Model Monitoring

LoRA QLoRA RLHF MoE Fine-Tuning PEFT BitsAndBytes Unsloth LlamaFactory Amazon SageMaker MLflow Weights & Biases

Deep Learning & Machine Learning

PyTorch TensorFlow Keras Scikit-learn HuggingFace XGBoost LightGBM Optuna H2O Auto-sklearn Imbalanced-learn

Voice AI, Computer Vision & NLP

Whisper STT ElevenLabs TTS Voice Cloning OpenCV Ultralytics Torchvision Diffusers Transformers DistilBERT PaddlePaddle GLM

Backend & Frontend

React HTML5 CSS3 FastAPI Django Flask Node.js Streamlit Pydantic REST APIs ngrok

Databases

PostgreSQL MySQL MongoDB Redis Supabase

DevOps, Cloud & CI/CD

AWS Docker Kubernetes Terraform GitHub Actions Git GitHub

Big Data, BI & Data Analysis

PySpark Power BI Tableau Excel Plotly Dash Seaborn Matplotlib

Instructing & Mentorship

Corporate AI Consultant & Trainer — Alexcont · GASCO · Titan Cement Egypt · aleximportexport 2024 – 2026

Delivered AI training for managers and leaders across HR, Finance, Consulting, Executive, and Technical teams.

Lead Instructor & Project Supervisor — DEPI Round 4 & 5 (Digital Egypt Pioneers Initiative) 2025 – 2026

ISTQB SW Engineering Instructor — INTRAST x Orange Digital Center 2023 – 2025

Python FastAPI LangChain LangGraph Anthropic PyTorch Docker Kubernetes AWS

Building Production-Ready AI Systems.

Popular repositories Loading

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    1

  2. structify structify Public

    Turns messy unstructured text (receipts, clinical notes, transcripts) into clean structured data with no predefined schema, powered by Groq. Streamlit live demo.

    Python

  3. Football-AI-Agent-using-OpenAI---FastAPI Football-AI-Agent-using-OpenAI---FastAPI Public

    REST backend for creating, managing and chatting with AI agents by text and voice. FastAPI, SQLAlchemy, Alembic, JWT auth, OpenAI, pytest, Docker.

    Python

  4. Call-QA-Analyzer-using-Anthropic---FastAPI Call-QA-Analyzer-using-Anthropic---FastAPI Public

    Automated, non-punitive QA of 100% of clinic phone call transcripts using Claude, with structured scoring replacing manual review. FastAPI, Anthropic, OpenAI.

    Python

  5. Dentalbase-CRM Dentalbase-CRM Public

    Sales gamification CRM for Dentalbase.ai: Pipedrive integration, AI-driven call analysis and real-time leaderboards. Django, DRF, strict typing, tests, Docker.

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  6. HireVision---Candidate-Selection-End-to-End-Assistant HireVision---Candidate-Selection-End-to-End-Assistant Public

    AI CV analyzer that scores PDF or image resumes against recruiter criteria with multi-provider LLMs (Groq, Mistral, Ollama) and structured outputs. FastAPI backend, Streamlit UI, live demo.

    Python