[[email protected]](mailto:[email protected])
[[email protected]](mailto:[email protected])
Paes#1690
/brunopaes
+55 (11) 94258-4307B.ASc. degree in Information Systems. Has keen interest in bio-inspired neural computing, computational physics, geostatistics and pattern recognition. Strong background in areas as: machine learning, deep learning, computer vision and, through data science techniques, pattern recognition in complex datasets. Seeking to automate and extract data from the vast majority of personal tasks.
- B.ASc in Information Systems by ESPM - SP
- GPA: 3.600/Overall Average Score: 9.007
- Academic Record
- from aug/2016 until jun/2020
Supported by:
-
ESPM SP - meritorious scholarship under registration number 11620317
- from aug/2016 until jun/2020
-
Escritório de projetos e apoio à pesquisa - EPAP-ESPM
- from aug/2017 until aug/2018
-
ESPM Tech - Programming Contest Finals - trip costs
- nov/2017
-
ICPC/SBC - Programming Contest Finals - hospitality costs
- nov/2017
-
Bloomberg LP — Data Analyst (Commodities & Energy)
- from oct/2022 until -
-
Banco ABC Brasil — Data Analyst (Credit & Risk)
- from sep/2020 until oct/2022
-
Bloomberg LP — Data Automation Intern
- from oct/2018 until jun/2020
- Machine learning and artificial neural networks
- Computational vision
- Pattern recognition
- Data automation
|
Python
Data Science and AI | |
| Data Automation | requests, beautifulSoup, selenium and others |
| Data Analysis and Processing | pandas, numpy, bqplot, matplotlib and seaborn |
| Data Augmentation | open-cv and numpy |
| Machine Learning | bayesian learn, k-nn, k-means, random forest, svm and others |
| Deep Learning | neural nets, gans and convnets |
|
Python
Dev | |
| Web Frameworks | bootstrap, django and flask |
| Microservices | airflow, jenkins and unittests |
|
R
Data Science and AI | |
| Data Analysis and Processing | built-in packages |
| Machine Learning | k-nn, k-means, random forest and others |
|
Julia
Data Science | |
| Data Analysis and Processing | built-in packages |
|
SQL Databases
Data Manipulation | |
| DQL | select |
| DDL | create, drop and alter |
| DML | insert, update and delete |
|
NoSQL Databases
Data Manipulation | |
| MongoDB | |
| Cassandra | |
|
Cloud Computing
Data and Process Automation | |
| Azure | Virtual Machines and Machine Learning APIs |
| AWS | EC2, Lambda and Machine Learning APIs |
| GCP | BigQuery, Data Flow and Machine Learning APIs |
| IBM Cloud | Watson Services |
- English
- TOEFL iBT - 101/120 pts
- from jul/2014 until jun/2016
-
Artificial Neural Networks: Specialization Area Inference
- Advisor: Prof. Dr. Antonio Marcos Selmini
- Conclusion Certificate
- from feb/2017 until aug/2018
-
Mooncake: Improving the performance of predictors for detecting fraudulent transactions
- Advisor: Prof. Dr. Antonio Marcos Selmini
- Advisor and Thesis Commitee Member: Prof. Dr. Humberto Sandmann
- Thesis Commitee Member: Prof. Ms. Edson Sensato
- Academic Essay: link
- from mar/2019 until jun/2020
-
Programming Contest 2017 — Regional Phase (São Paulo)
- Team: Array of Thrones
- Coach: Prof. Dr. Antonio Marcos Selmini
- Participation Certificate
- sep/2017
-
Programming Contest 2017 — Latin America Phase (LatAm Finals)
- Team: Array of Thrones
- Coach: Prof. Dr. Antonio Marcos Selmini
- Honorable Mention
- nov/2017
-
7º SEMIC — ANN: Analysis of the Patterns of Choice of Areas of Expertise
- Advisor: Prof. Dr. Antonio Marcos Selmini
- Presentation Certificate
- oct/2018
-
18º Congresso Nacional de Iniciação Científica — ANN: Analysis of the Patterns of Choice of Areas of Expertise
- Advisor: Prof. Dr. Antonio Marcos Selmini
- Presentation Certificate
- dec/2018
-
24º SemeAd — Machine Learning for Financial Fraud Detection
- Advisor: Prof. Dr. Antonio Marcos Selmini
- Presentation Certificate
- nov/2021
-
Taarifa Water Pumps: Machine Learning Classification
- oct/2018
-
Asteroids Hazardousness: Machine Learning Binary Classification
- from oct/2018 until nov/2018
-
Flerken - Avengers: Endgame premiere tickets monitor
- from mar/2019 until april/2019
-
Friday - Whatsapp personal assistant
- from may/2019 until jun/2019
-
- from dec/2019 until jan/2020
Curriculum Lattes
http://lattes.cnpq.br/5724163564352003
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent