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roy2392/README.md

πŸ’« About Me:

πŸ‘‹ Hi, I'm Roey Zalta!

I'm a Machine Learning Developer and AI enthusiast with a passion for building innovative solutions in GenAI, MLOps, and data engineering. My expertise includes creating end-to-end machine learning pipelines, developing RAG-based applications, and optimizing ETL processes. I'm skilled in tools like Langchain, AWS Bedrock, Kubeflow, and Vertex AI, and I love working with FastAPI, Docker, and Pinecone.

On my GitHub, you'll find projects ranging from binary classification models to Graph RAG implementations. I'm always looking for new challenges and opportunities to collaborate on exciting AI and machine learning projects!

🌐 Socials:

LinkedIn

πŸ’» Tech Stack:

PowerShell Python Rust Shell Script YAML AWS Datadog Google Cloud Render Vercel Apache Spark Apache Kafka Django Flask Apache Airflow MongoDB MySQL Neo4J Postgres Redis Keras Matplotlib mlflow Plotly Pandas NumPy scikit-learn PyTorch TensorFlow Scipy GitHub Actions Git Docker Grafana Kubernetes Postman Prometheus Terraform Swagger

πŸ“Š GitHub Stats:



πŸ† GitHub Trophies

✍️ Random Dev Quote

πŸ” Top Contributed Repo


πŸ’° You can help me by Donating

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  1. chat-with-websites-agent chat-with-websites-agent Public

    Python 3

  2. chat-gpthornes chat-gpthornes Public

    Forked from YotamAflalo/chyper-graphRAG-with-langchain-and-neo4j

    a Graph-RAG based chatbot about the book series of game of thrones: a song of ice & fire

    Python

  3. ml_portfolio ml_portfolio Public

    a machine learning and llm project portfolio

    CSS

  4. search-engine-kafka-vectordb search-engine-kafka-vectordb Public

    Python

  5. research-agent-crew research-agent-crew Public

    a team of AI agents via Autogen + GPTs, they generate high quality research & verify each other's work

    Python

  6. siri-openai-api-realtime siri-openai-api-realtime Public

    Advanced Backend Version of Voice-Assistant via OpenAI Real-Time API (Websocket) with React Frontend

    JavaScript 2