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💻 Machine Learning Engineer / Data Scientist

🎓 PhD in Applied Mathematics and Economics (Statistics).

  • I'm interested in the following topics:
    • Causal Inference
    • NLP
    • Econometrics
    • Time Series
    • Panel Data
    • Spatial Statistics
    • Deep Learning
    • MLOps

Feel free to connect with me:

Languages:

Python Mathematica Java C++ R

Tools

Pandas HuggingFace

TensorFlow Elasticsearch FastAPI Docker Git AWS Kubernetes

iavtavares's Projects

bayesstat-probprog-python icon bayesstat-probprog-python

Here, I'll gather techniques, in Python, that we can use to do Bayesian Analysis, and Probabilistic Programming.

practicing-unit-testing-and-ci icon practicing-unit-testing-and-ci

This is a experimental repo, where I'll try out what I've learned in a DataCamp course for unit-testing and Continuous integration.

python-causality-handbook icon python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.

sktime icon sktime

A unified framework for machine learning with time series

time-series-python icon time-series-python

Time Series in Python - A repository for notebooks/notes related to Time Series Analysis done in Python

uq_state-space icon uq_state-space

Quantification of model discrepancy, aka epistemic uncertainty in the ML community, in state-space models using Gaussian processes.

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