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ginfante/README.md

HuggingFace LinkedIn

Hi! I'm Guillermo

Here are a few bullets about me:

  • 🤓 Ph.D. in Computer Science

  • 👨‍💼 CTO

  • 🛠️ Coder

  • 🧠 Focused on AI/NLP

  • 🚀 Enjoy building ML-powered stuff

  • 🚴‍♂️ Sports every now and then...

  • 😅 Always wanting to contribute to OpenSource and never doing it...

I'm currently working on 🤖

  • LLM Reasoning

  • Agentic Architectures

  • Knowledge Graphs + LLMs

  • Zero-to-few-shot for pretty much any NLP task

  • LM Applications [CoT, ReAct] + RAG

... with this stack 💻

  • Language & ecosystem [Python]

  • Model Dev [HF Transformers, PEFT, Accelerate]

  • Data [Dagster, HF Datasets]

  • Vectors' retrieval [ChromaDB, Weaviate, Pgvector, FAISS]

  • Model as a Service [FastAPI, Docker, Ollama]

  • LM Apps [LangChain, DSPy]

  • LM APIs [OpenAI, Bedrock, Groq, Replicate]

  • AWS [SageMaker, S3, Lambda]

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