Luciana S. Profile

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$25 USD / hour

são paulo,

brazil

$25 USD / hour

It's currently 1:10 PM here

Joined February 8, 2019

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Luciana S.

@lscarpato

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(0 reviews)

0.0

$25 USD / hour

são paulo,

brazil

$25 USD / hour

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Machine Learning Engineer / Data Scientist

● 7.5 years of experience with Software Development / 2.5 years of experience with Machine Learning ● Great programming skills in: Python, R, Scala. ● Experience on designing and implementing soft real time, data-intensive, event-driven and message-based applications; ● Strong educational background in Business, Bigdata and Statistics; Tools, libraries and algorithms: ▕ Classification, Regression, Clustering, Regularization, Lasso, Elastic net, Neural Networks, Decision Tree, Nayve Bayes, Kmeans, LDA, Hierarchical Clustering ▕ SciPy (Matplotlib, pandas and numpy), Keras, Tensorflow, XGBoost, H2o, NLTK, gensim, Scikit-Learn, TensorFlow, R, Ml, Mlib, Jupyter Notebook, Pandas, Numpy, ▕ Hadoop, Spark and Hive, Hfds, Apache Spark 1.6 e 2.2 (Pyspark, Scala), Storm, Hadoop, Flume, Sqoop, Docker, SQL, MySQL, MongoDB, Graphs, Neo4j, Redis, ElasticSearch, Python, Scala, R, Pyspark. ▕ Web Scraping: scrapy, beautifulsoup.

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Portfolio

4793658

Code snippet - Clustering

4793666

Code snippet - Neural Network

4765186

Code snippet - Twitter Web Scraping

4793658

Code snippet - Clustering

4793666

Code snippet - Neural Network

4765186

Code snippet - Twitter Web Scraping

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Experience

Everis

May 2017 - Feb 2019 (1 year, 9 months)

Machine Learning development; Development of a neural network for messages classification using NLP, Python, Neural Network, Word2vec, TensorFlow; Data Ingestion in BigData environment using Spark (Scala) e HiveSQL;