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Hi, I'm Jailson!

I am a data scientist with over 5 years of experience in the field, specializing in statistical analysis, machine learning, and data visualization. I completed my studies in statistics at the Federal University of Ceará and have since worked on implementing recommendation systems, churn and score prediction models, and deep learning models using technologies such as R, Python, Scala, and Spark.

In my most recent role, I leveraged LSTM models in Tensorflow to predict the probability of clicks and estimate CTR for targeted marketing campaigns on Facebook. By doing so, I significantly improved the lead capture rate and helped drive better ROI for the campaigns.

I am experienced in the entire lifecycle of predictive model development, from data collection, analysis, hypothesis testing, model formulation, productization, to monitoring. To streamline my data workflows, I use Airflow for data orchestration and Jenkins for automating DataOps pipelines.

If you're looking for someone who can help you with your data analysis, machine learning, or data visualization needs, feel free to reach out to me.

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jailsonrs's Projects

app_covid19 icon app_covid19

Código do aplicativo para previsão de casos da COVID-19

bbmle icon bbmle

maximum likelihood estimation package

books icon books

Collection of Programming, Databases, Linux & Tools Books

codinit icon codinit

self-healing code generation from library documentation

crudspark icon crudspark

Doing projects with Spark and Play Framework

darnn icon darnn

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

deep-learning icon deep-learning

Everything related to deep learning and experimental models made by me using Tensorflow and Trax.

examples icon examples

A collection of examples and tutorials for Qdrant vector search engine

ggimprensa icon ggimprensa

Temas dos principais jornais brasileiros para o ggplot2

incubator-superset icon incubator-superset

Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application

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