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amiralisahraei/README.md

Welcome to my GitHub Profile! 🚀

👋 I'm Amirali Sahraei, a Machine Learning Engineer with a passion for pushing the boundaries of AI, especially in Deep Learning, LLMs, and Computer Vision. Currently pursuing opportunities to contribute to innovative AI projects and advance toward a Ph.D. in Deep Learning. My work focuses on building scalable, real-world AI solutions—from fine-tuning transformers to deploying models in production.


🛠 Technical Skills

Machine Learning & Deep Learning
• PyTorch (Primary) | TensorFlow | Keras | Scikit-Learn | OpenCV
Natural Language Processing
• LLM Fine-Tuning (LoRA, GPT-2) | LangChain | RAG Systems | Hugging Face
Computer Vision
• Object Detection (YOLOv8) | Image Stitching/Registration | Lung CT Classification
MLOps & Cloud
• AWS | Flask/FastAPI | Model Deployment | ETL Pipelines


🏆 Achievements

  • Top 38% in Kaggle Competition (2025)
    • Ranked 1626/4381 using ensemble models (XGBoost, LightGBM) for rainfall prediction.
  • Certifications: Finetuning LLMs, LangChain, CNN (DeepLearning.AI)
  • Research: Published work on transformer optimization and AI-driven ETL systems.

🔥 Featured Projects

LLM Fine-Tuning with LoRA for GPT-2 and Model Evaluation
Agents-Based RAG System with LLM + Tavily
Gmail ETL Categorization)
Flask GPT app


📊 GitHub Stats

GitHub Stats


📫 Let’s Connect!

📧 Gmail: [email protected]

LinkedIn

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  1. intelligent-rag-service intelligent-rag-service Public

    An end-to-end pipeline for automated fine-tuning and deployment of LLMs with Retrieval-Augmented Generation (RAG), using AWS SageMaker, FastAPI, and Kubernetes (EKS). This system enables seamless m…

    Python

  2. automated-etl-workflow automated-etl-workflow Public

    FastAPI ETL workflow with JWT authentication for patient data management using PostgreSQL, MongoDB, and GraphQL. Production-ready with Docker containerization, Ansible deployment automation, and Gi…

    Python

  3. job-scraper-ai-agent-n8n job-scraper-ai-agent-n8n Public

    A fully automated Telegram bot that scrapes Python job listings from a job platform using Selenium and delivers results via n8n workflows.

    Python

  4. django-llm-mail django-llm-mail Public

    A Django-based web app that leverages Large Language Models (LLMs) for intelligent Gmail categorization and sentiment analysis.

    Python

  5. agent-rag-llm agent-rag-llm Public

    An Agents-based Retrieval-Augmented Generation (RAG) system combining a Large Language Model (LLM), Tavily Search API, and FAISS vector database for intelligent, context-aware query responses.

    Jupyter Notebook

  6. ai-toolbox-gradio ai-toolbox-gradio Public

    A Gradio-powered web app integrating multiple Hugging Face models for tasks like chat, image generation, captioning, object detection, text summarization, and named entity recognition. Built with P…

    Jupyter Notebook