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getent group | grep ivo

💻 Machine Learning Engineer / Data Scientist

🎓 PhD in Applied Mathematics and Economics (Statistics).

Interests

  • NLP
  • Time Series
  • MLOps
  • App Development

Feel free to connect with me

Linkedin

Languages:

Python Mathematica Java C++ R

Tools

Pandas HuggingFace

TensorFlow Elasticsearch FastAPI Docker Git AWS Kubernetes

The statistics, in the immediately below graph, lack my contributions to private repos (some of which I don't have access anymore).

ialvata

For a more complete overview of my contributions, continue to scroll down.

Ivo_Tavares's Projects

customer-churn-prediction-with-model-stacking icon customer-churn-prediction-with-model-stacking

The goal of this project is to predict customer churn (whether a customer will leave the telecom service) using a model stacking approach. Model stacking involves training multiple models and combining their predictions using another model.

fastapi-ddd-template icon fastapi-ddd-template

This project is a backend template for a FastAPI-based application that uses the repository pattern approach to provide an abstraction layer between the business logic and the data access layer. It aims to provide a scalable and maintainable architecture for building web applications.

langchain-for-llm-application-development icon langchain-for-llm-application-development

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

markdown-badges icon markdown-badges

Badges for your personal developer branding, profile, and projects.

ml-system icon ml-system

This will be a template for a simple ML system touching from data extraction to model serving and monitoring.

nlp_exploration icon nlp_exploration

A repo that will contain a colection of explorative code for several different NLP tasks

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