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0Xuser100/README.md

Mahmoud Abdulhamid | Professional AI Engineer

Typing SVG

CV

🎯 Professional Overview

🔬 Current Focus

  • Production-Grade AI Systems
    • Retrieval-Augmented Generation (RAG)
    • Multi-Agent Architectures
    • LLM Evaluation & Observability (Langfuse, Ragas)
  • Applied Research
    • Financial & Medical AI Assistants
    • NLP & Generative AI Pipelines
    • High-performance LLM inference (Groq Cloud)

🤝 Collaboration Interests

  • Enterprise AI Engineering
  • RAG/LLMOps Products
  • Open-source AI Tools
  • Applied ML Research

🎓 Continuous Growth

  • Large Language Models
    • Fine-tuning & Optimization
    • Prompt Engineering
    • Evaluation Frameworks

💡 Expertise Areas

  • End-to-End AI Application Development
  • ML & Deep Learning Frameworks
  • AI-powered Chatbots & Assistants
  • Cloud-Native Deployment & MLOps

🌐 Connect With Me

LinkedIn Gmail Upwork

Competitive Programming & Data Science

LeetCode Codeforces Kaggle

💻 Technology Stack

🔥 Core Programming

Python C++ R

🧠 AI/ML & LLMOps

LangChain Langfuse TensorFlow PyTorch scikit-learn

☁️ Cloud & DevOps

Docker Kubernetes AWS GitHub

🚀 Featured Projects

Project Description Tech Stack
🏢 Enterprise RAG Platform FastAPI service for multi-document RAG with OCR & embeddings Python, FastAPI, LangChain, Qdrant, Docker
🏥 Medical RAG Chatbot Clinical assistant with FAISS retrieval, memory & Langfuse telemetry Python, Flask, FAISS, OpenAI, Langfuse
💹 Multi-Agent Financial Researcher Phidata agents orchestrating finance/news workflows Python, Phidata, Groq LLMs, YFinance
🎌 AnimeGPT-LLMOps (Personal) RAG recommender deployed with Docker + K8s + Grafana Python, Streamlit, ChromaDB, Groq, Langfuse

📊 GitHub Analytics Dashboard

💡 Current Learning Focus

mindmap
  root((Mahmoud's AI Journey))
    LLMOps
      RAG Systems
      Langfuse + Ragas Evaluation
      Prompt Engineering
    Advanced ML
      Deep Learning Architectures
      Computer Vision
      NLP Transformers
      Generative AI
    Professional Growth
      Open Source Contributions
      Industry Collaborations
      Research Publications
      Technical Leadership
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  1. Mechanism-Of-Action-Graduation-Project- Mechanism-Of-Action-Graduation-Project- Public

    Forked from Xmen3em/Mechanism-Of-Action-Graduation-Project-

    We designed a web application capable of accurately predicting the MOAs of various pharmaceutical compounds. This project involved extensive research into drug interactions and computational modeli…

    Jupyter Notebook

  2. LangChain-Chat-with-SQL-DB LangChain-Chat-with-SQL-DB Public

    Python 1

  3. Building-Stateful-multi-Actor-Applications-Using-LangGraph Building-Stateful-multi-Actor-Applications-Using-LangGraph Public

    Jupyter Notebook

  4. LangChain-Summarize-Content-from-YouTube-or-Websites LangChain-Summarize-Content-from-YouTube-or-Websites Public

    Python

  5. Text-To-MAth-Problem-Solver-And-Data-Serach-Assistant Text-To-MAth-Problem-Solver-And-Data-Serach-Assistant Public

    Python

  6. Conversational-RAG-With-PDF-uplaods-and-chat-history Conversational-RAG-With-PDF-uplaods-and-chat-history Public

    This Streamlit application allows users to upload PDF documents and engage in a conversational question-answering session based on the content of the uploaded PDFs. It leverages Retrieval Augmented…

    Python