João Paulo Costa Nogueira

ABOUT ME

Lead Data Scientist with 5+ years of experience

Greetings! 👋 I'm a seasoned lead data scientist with over 5 years of expertise in turning data into insights and build machine learning models. As a mentor and professor, I thrive on sharing knowledge and empowering others in the world of data science and python programming. Let's unravel the mysteries of data together! 📊🔍

Brasilia (-03:00)

Joined May 2023

EXPERTISE

Python

9 years experience

Machine learning

5 years experience

Pandas

5 years experience

2 years experience

Tidyverse

2 years experience

SOCIAL PRESENCE

GitHub

ts2ml

Tools to Transform a Time Series into Features and Target a.k.a Supervised Learning

Jupyter Notebook

tabela-sac

Forma Simples de Gerar uma Tabela SAC

Jupyter Notebook

Stack Overflow

341 Reputation

Community Posts

How and why I built A Python Package

A post about how I use python and nbdev to build a python lib or python package and publish it on Pypi.

EMPLOYMENTS

Lead Data Scientist

Datarisk

2021-10-01-Present

Work experience with leadership, data science, machine learning and data engineering: - Work experience in managing a team of data scient...

Work experience with leadership, data science, machine learning and data engineering: - Work experience in managing a team of data scientists and data engineers; - Work experience in developing, productioning and monitoring machine learning models; - Work experience in developing python packages; - Work experience with software development and CI/CD practices; - Work experience with Databricks; - Work experience developing data pipelines with Python, Spark and Databricks; - Work experience with exploratory data analysis; - Work experience with teaching about machine learning and data science;

Python

SQL

Machine learning

Python

SQL

Machine learning

Apache Spark

Machine Learning Professor

FIA Business School

2019-11-01-Present

I give lectures about python and machine learning and also mentor students to help them achieve their goals, both on get employed as a da...

I give lectures about python and machine learning and also mentor students to help them achieve their goals, both on get employed as a data scientist or data engineer and to build their data projects on their companies.

Python

PROJECTS

ts2mlView Project

2023

ts2ml is a python package developed to support the transformation of a time series problem into a supervised machine learning approach.

Python

GitHub

Python

GitHub

Machine Learning Model Development

2018

I have been developing machine learning models from a variety of clients and segments, ranging from credit risk scoring to demand predict...

I have been developing machine learning models from a variety of clients and segments, ranging from credit risk scoring to demand prediction, all the way up to churn propensity and more.

Python

SQL

Python

SQL

Apache Spark

Databricks