Lucas Felix Email & Phone Number

State Of Minas Gerais, Brazil

State Of Minas Gerais, Brazil

Saclay, Ilha De França, França

Belo Horizonte, Minas Gerais, Brasil

Remoto

• Worked for a big Brazilian Mining company, on a project in which I was responsible for data migration. • Responsible to operationalize a Machine Learning model that was originally written in R, to Python/PySpark on the databricks platform. • Responsible for rewriting the data enrichment and data cleansing steps. • Worked on the data pre-processed was then fed to a Machine Learning model and then to an optimization heuristic step. • Worked on the output of the data intelligence step was used in a PowerBI dashboard and scheduled to run every 3 hours.

Belo Horizonte, Minas Gerais, Brasil

• Worked briefly on a project to develop a tool to visualize several textual documents. • Worked as the client did not have time to read all the texts available, the solution found was to use Text Summarization (Machine Learning/Data Science/Topic Modeling) and Data Visualization techniques. • Worked to solve this problem we used a pipeline of Topic Modeling.• Responsible for devolping the steps of Data Cleasing (Text Pre-Processing), Data Analysis, and Topic Modeling. • Worked on the output of this model was used in Tableau, presenting for the client a screen summarizing all textual documents they had.

Belo Horizonte E Região, Brasil

• Developing machine learning and data-related solutions for big miner enterprises in Brazil.• Worked for a big Brazilian Mining company, on a project in which I was responsible for data cleansing, data analysis, data modeling, and monitoring and improving machine learning models. • Worked on this project modeled a chemical process, and several models were developed to find the ideal combination of chemical compounds that reduced the expenses of chemical operations. • Worked on this project, the leading technologies used were Python for Data Science, R, and CPlex.

Belo Horizonte E Região, Brasil

• This was a brief project where a group of students was selected to be interns of Tenbu and work on real case data science projects.• Worked as a data scientist for a São Paulo company Tenbu. Working with real cases. Temporary contract. • Worked for logistics companies where we were responsible for all the development of the solution. • Used a CRISP-DM methodology and worked with sprints. • Responsible for the data cleansing, data modeling, and implementation step. • Used python as the main technology, but was also responsible for building a data architecture plan, and rewriting the R codes to Python, delivering a data pipeline with a unique language.

São João Del Rei

Python's Tutor.Helped a PhD Engineering student to implement several demand forecast algorithms to his thesis. Between the algorithms are: Bootstrap, Croston, SBA, Exponential and TSB. Besides that, tutor him in python, teaching programming basics.Several implementations are available on:https://github.com/lucasgsfelix/Plan-Spare-Parts-Lib---PSPLib/

Belo Horizonte E Região, Brasil

• Worked with Kytos a Software Defined Network (SDN) open-source project granted by the Brazilian National Research Network (RNP).• Worked as a developer for the open source Software Defined Network SDN platform Kytos.• Worked as a back-end developer.• Responsible for developing backend enhancements on the platform, solving bugs, and developing an application called Kronos which stored time-series logs data. • Worked with GitHub, Python, and Databases (as PostgreSQL and time-series databases as InfluxDB).

São João Del Rei E Região, Brasil

Undergraduate researcher working with data analysis applying Complex Networks techniques.The main objective for our reasearch was to investigate soccer's players transfer market. During this experience I could evolve as Data Scientist, and Python developer.

São João Del Rei E Região, Brasil

São João Del Rei

Doctor Of Philosophy - Phd, Computer Science

Master'S Degree, Computer Science, Research Area: Data And Information Management

Lectures: Complex Networks Recommender Systems Algorithm Project and Analysis Topic on Social Computing and Information Retrieval Game.

Bachelor'S Degree, Computer Science, Research Area: Data Mining, Complex Networks And Machine Learning

Main lectures: Machine Learning Data Mining Complex Networks Bio-Inspired Algorithms Operational Research Artificial Intelligence