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😄 I'm Alonso Astroza Tagle. This is my resume.

Contact

Personal

  • Things I'm passionate about: AI, Data Products, Python, padel, crossfit, keto diet, videogames.
  • I have a twin brother.
  • I'm from Santiago, Chile, South America.

Recent Activities

  • [April 2024]
    • 📚 Released the Repository Template for Course Websites, a tool for educators to easily create and manage course sites using GitHub Pages, powered by GitHub Actions and Material for MkDocs. I realized I was repeating this process every time I created a course, so why not automate it a bit?
    • 🚀 Launched a GitHub project to scrape RSS feeds into daily json files, driven by the need for a quick dataset to grasp "what's happening in the country." Automated with GitHub Actions, it runs every 24 hours. This is part of a larger project—stay tuned.
  • [February 2024] 💡 I'm currently working with Subconscious.ai to help build an AI Copilot for Causal Market Research. It's my first time working with Langchain's LCEL, and I've managed to shift the whole query process for LLMs into this new framework.
  • [January 2024] 🌌 I recently taught an intensive data science workshop titled "Orbiting Jupiter and Landing on Earth: A Journey in GitHub Towards Practical and Collaborative Data Science". This course focused on transforming the way students approach data science, shifting from solitary projects in Jupyter Notebook to a more collaborative and practical approach, ready for integration into real software environments.
  • [December 2023] 📖 Co-created the AI engine for the "Explorador Constitucional" a joint project by La Tercera (one of Chile's largest newspapers) and CRiSSLab. Deployed an OpenAI API-based product in production, which efficiently searches, summarizes, and compares constitutional texts. The site attracted over 5,000 users per day. The first version of the code is here.

Alonso Astroza Tagle's Projects

abrecl icon abrecl

Visualizations of transport flow

ai-marketing-campaign-generator icon ai-marketing-campaign-generator

An AI-powered marketing campaign generator using OpenAI's GPT-3, FastAPI for the backend, and Streamlit for the user interface. Containerized for deployment with Modal.

ai-photo-booth icon ai-photo-booth

Transform your party photos with AI! Easy-to-use platform hosted on Modal, powered by Tencent's PhotoMaker.

chatstract icon chatstract

Progressively extracts structured information from multi-turn user chats using pydantic schemas and LLMs

constitution-clarity-reader icon constitution-clarity-reader

Layered, depth-first reading—start with summaries, tap to explore details, and gain clarity on complex topics like a Constitution..

cookiecutter-ids icon cookiecutter-ids

Una estructura de proyecto lógica, razonablemente estandarizada, pero flexible para realizar y compartir trabajos de ciencia de datos.

cv icon cv

Print-friendly, minimalist CV page

gorilla-outlines icon gorilla-outlines

Gorilla: An API store for LLMs [Outlines Structured Generation Benchmark]

guided-generation-llm icon guided-generation-llm

Exploring and benchmarking Guided Generation in LLMs across diverse tasks for optimal performance and cost efficiency.

guided-generation-llm-outlines icon guided-generation-llm-outlines

Exploring and benchmarking Guided Generation in LLMs using Outlines across diverse tasks for optimal performance and cost efficiency.

handson-ml3-cookiecutter icon handson-ml3-cookiecutter

Jupyter Notebook inspirado en el libro Hands-On ML, usando un template Cokiecutter Data Science simplificado.

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