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]