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Male, 37 years, born on 18 December 1987
Brazil, not willing to relocate, not prepared for business trips
Machine Learning Engineer
Specializations:
- Programmer, developer
Employment: full time
Work schedule: full day, remote working
Work experience 8 years 7 months
March 2018 — currently
7 years 2 months
Corl Financial Technologies
Canada, corl.io
Machine Learning Engineer (remote)
I'm currently working on predictive models for investment risk:
- The models are built using Deep Learning (GRU/LSTM) and other Machine Learning algorithms (Random Forest, SVR).
- In order to train the models, I'm building a financial database from data scraped from governmental websites.
August 2017 — currently
7 years 9 months
Universidade Federal de Minas Gerais
Brazil, github.com/laic-ufmg/
Contributing Researcher (remote)
* Proposed an optimized Geometric Semantic Genetic Programming (GSGP) implementation;
* Exploratory data analysis (EDA) of datasets used by GP literature
March 2018 — May 2018
3 months
Universidade Federal de Minas Gerais
Brazil
Project Manager (remote)
I worked as Project Manager on the EU-Brazil project ATMOSPHERE (https://www.atmosphere-eubrazil.eu/).
I managed resources, following the status of the deliverables and delegating activities of three Brazilian Universities—UFMG, Unicamp and UFAM.
August 2017 — November 2017
4 months
University College Cork
Ireland, www.ucc.ie
Postdoctoral Fellow
• Surveyed current advances in autonomous vehicles and worked on optimization of ground routes in airports;
• Worked in coordination with United Technologies;
• Worked with Python (build a parser for XML airport maps) and Java/CPLEX (route optimization).
October 2016 — August 2017
11 months
Universidade Federal de Minas Gerais
Brazil
Postdoctoral Fellow
* Analysed the impact of noise on GSGP and the distribution of semantics in GSGP;
* Managed a research team (three researchers);
* Worked with Java (Genetic Programming framework), R (hypothesis tests and plotting) and shell script (text/data manipulation).
Skills
Skill proficiency levels
About me
I have been working on research involving Machine Learning since 2009, with publications and awards in the main Evolutionary Computation conferences.
However, I am changing my career from academia to industry and I am ready to “roll up my sleeves”.
I am a hard worker, very organized, used to work remotely and self-taught (something necessary when you work with research). I have experience with different Machine Learning algorithms (for supervised, unsupervised and reinforced learning and optimization), Python/Scikit learn, R, Shell script, Java and Git.
Higher education (Doctor of Science)
2016
Universidade Federal de Minas Gerais
Computer Science, Doctor of Philosophy
2012
Universidade Federal do Rio Grande do Sul
Computer Science, Master of Science
2010
Universidade Federal de Itajubá
Computer Science, Bachelor of Science
Languages
Citizenship, travel time to work
Citizenship: Brazil
Permission to work: Brazil
Desired travel time to work: Doesn't matter