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👋 Hola, This is Me

I currently hold a position as an Associate Professor in the Mathematics and Physics Department at ITESO, where I am lecturer and researcher on topics related to Machine Learning. Also I've started a nonprofit organization for Opensource projects in the Generative A.I. space, called iteralabs.ai. Have a background on B.Eng in Financial Engineering and M.Sc in Data Science, my work and research interests are mainly DeFi, Financial Machine Learning, Scientific Computing and later these days, LLMOps.

💬 Currently teaching

  • Graduate Thesis Advisor : DeML Lab for Generative AI, Machine Learning and Decentralized Finance

python Python and python Rust projects

Name Description Downloads
atelier A computing workshop optimized for Large Language Models crates.io
lucien A Lucid Agent for tracing activity from Large Language Models pypi.org

⚡ Notes and ideas

  • Currently making some exploratory coding for Automata Theory for AI-based NFTs.
  • Learning Rust for scientific computing with Financial High Frequency Time Series.
  • How to reach me: LinkedIn | correo-e
  • Fun fact: I'm still processing a couple of pages I read from Gödel, Escher, Bach: an Eternal Golden Braid. Hofstadter.

💻 Kaggle

  • Still trying to keep up with some activity on Kaggle IFFranciscoME

IFFranciscoME's Projects

afml icon afml

All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.

algotraderdb icon algotraderdb

Dashboard para monitorear estrategias de trading algoritmico

bitcoin_volatility_forecasting icon bitcoin_volatility_forecasting

GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

co_git icon co_git

Convex Optimization Course for Master in Data Science (ITESO)

convex-models icon convex-models

Convex linear models, Linear Regression, Logistic Regression, and Support Vector Machines, to test convexity and performance by using non-linear endogenous features in time series data.

efectos_covid icon efectos_covid

Dashboard para monitoreo de efectos económicos y de psicología social por la pandemia COVID-19 en la ZMG

fancy icon fancy

Fancy is a dynamic, object-oriented programming language inspired by Smalltalk, Ruby, Io and Erlang that runs on the Rubinius VM.

fintechlab icon fintechlab

Repositorio de notas de la Maestría en Ciencia de Datos (ITESO)

fredr icon fredr

FredR: R Interface to Federal Reserve Economic Data API

genetic-finance icon genetic-finance

Implementations of Genetic Methods for Financial Machine Learning Applications

gghistogram icon gghistogram

Histograma de frecuencias/probabilidades con ggplot2

gplearn icon gplearn

Genetic Programming in Python, with a scikit-learn inspired API

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