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AnnasMustafaDev/README.md

About Me

I'm an AI Engineer with experience in building multi-agent LLM systems, advanced RAG architectures, and scalable backend pipelines. I build production-ready AI that thinks, reasons, and executes ; not just responds.

What I'm Working On

  • Production-Grade LLM Evaluation & MLOps Observability
  • Self-refining A2A agents + automation for legal workflows
  • Exploring reflexive reasoning, tool-calling, MCP, and autonomous AI loops
  • Temporal learning algorithms
  • Fine-tuning LLMs using RLHF
  • Voice assistants

Fun Fact & Interests

Outside of code — I’m human too. 😄

  • 🥾 Love hiking & long nature walks
  • 📸 Photography is therapy
  • ✈️ I travel to explore cultures
  • 💻 And yes — I break code just to fix it cleaner

🌐 Socials:

Instagram LinkedIn email

💻 Tech Stack:

JavaScript Python PowerShell R TypeScript LaTeX Markdown Google Cloud AWS Heroku Vercel Render Firebase DigitalOcean Anaconda Django Esbuild FastAPI Flask NodeJS Next JS OpenCV Yarn Streamlit React Native React WordPress Nginx Jenkins Neo4J Supabase SQLite MySQL Redis MongoDB Keras Matplotlib mlflow NumPy TensorFlow Pandas Plotly scikit-learn Scipy PyTorch GitHub Git GitHub Actions Power Bi Postman Docker Jira Selenium ElasticSearch Kubernetes Notion Twilio

📊 GitHub Stats :



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  1. advanced-text2sql-query-system advanced-text2sql-query-system Public

    An advanced Text-to-SQL system powered by LangChain and OpenAI that transforms natural language queries into accurate SQL statements for World Bank databases. Features RAG pipeline, few-shot learni…

    Python

  2. AI-Chef-Assistant AI-Chef-Assistant Public

    HomeChef is a AI-based application designed to simplify meal planning and cooking. It allows users to manage their ingredients, generate recipes, create grocery lists, and save favorite recipes. Wi…

    Python

  3. Bias-detection-and-mitigation-analysis Bias-detection-and-mitigation-analysis Public

    Predicting student academic performance using machine learning, data analytics, and bias mitigation. The project analyzes how demographic, academic, and social factors affect grades while ensuring …

    Jupyter Notebook

  4. LLMOps-RAG-Evaluation-Framework LLMOps-RAG-Evaluation-Framework Public

    This is an end-to-end framework for managing, evaluating, and tracing Retrieval-Augmented Generation (RAG) pipelines using modern LLMOps practices. The project integrates LLMs, Phoenix, and LangCha…

    Python

  5. NLP_Arabic_Sentiment_Analysis_NER NLP_Arabic_Sentiment_Analysis_NER Public

    Comprehensive sentiment analysis and Named Entity Recognition on 2,400 Arabic COVID-19 tweets. Compares 9 models including traditional ML (Logistic Regression, Random Forest, Neural Networks) and s…

    Jupyter Notebook

  6. Multi-Agent-Research-Assistant-Langgraph Multi-Agent-Research-Assistant-Langgraph Public

    Autonomous multi-agent system built using LangChain and LangGraph that orchestrates collaborative agents—Supervisor, Researcher, Writer, and Critiquer—to automatically gather information, generate …

    Python