Matheus Ferraroni Sanches

Publications

• 2020
• Title: RP-Sim: Radio Propagation Simulator
  • Event: Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos
• 2019
• Title: Genetic Algorithm for the Maximum Coverage Location Problem Applied to Medical Emergency.
  • Event: LI Simpósio Brasileiro De Pesquisa Operacional
  • * Second place at best paper Roberto Diéguez Galvão
• Title: MARTINI: Towards a mobile and variable time window identification for spatio-temporal data
  • Event: IEEE Latin-American Conference on Communications
• Title: Optimizing Infrastructure Placement with Genetic Algorithm: A Traffic Management Use Case
  • Event: IEEE Latin-American Conference on Communications
• 2018
• Title: Assessing the Impact of Mining Techniques on Criminal Data Quality
  • Event: Workshop de Computação Urbana
• 2016
• Title: Towards semantic fusion using information quality and the assessment of objects and situations to improve emergency situation awareness
  • Event: Eleventh International Conference on Digital Information Management (ICDIM)
• Title: Using Semantics to Improve Information Fusion and Increase Situational Awareness
  • Event: Advances in Safety Management and Human Factors
• Title: Objects Assessment Approach Using Natural Language Processing and Data Quality to Support Emergency Situation Assessmen
  • Event: International Conference on Human-Computer Interaction
• Title: Fusão de Nível 1 Utilizando Sintática para o Domínio Militar
  • Event: VI Congresso de Pesquisa Científica: Inovação, Sustentabilidade, Ética e Cidadania
• 2015
• Title: Processamento de Linguagem Natural para a Avaliação de Situações de Emergência com Interface de Realidade Virtual
  • Event: WRVA - Workshop de Realidade Virtual Aumentada
• Title: Multi-criteria Fusion of Heterogeneous Information for Improving Situation Awareness on Emergency Management Systems
  • Event: HCII - Human Computer Interaction International
• Title: Identificação de Atributos de Eventos de Roubo em Denúncia 190 para Sistema de Tomada de Decisão Militar
  • Event: V Congresso de Pesquisa Científica: Inovação, Sustentabilidade, Ética e Cidadania
• 2014
• Title: Identificação de Atributos de Eventos de Roubo em Denúncias 190 para Sistema de Tomada de Decisão Militar
  • Event: Conic-Semesp 2014

Projects

• RP-Sim
• Objective: Allow companies and researchers to better calculate and visualize how radio signal is affected by buildings in urban environments. This project is one the contributions developed during my masters degree.
• Technologies Used: JavaScript, p5.js, Mappa.js
• Satellite Image Processing - RGB and NDVI for Agriculture
• Objective: Process images from Landsat 8 and Sentinel-2 to support decision making process in agriculture using NDVI and RGB images. The entire history, with more than 800 images, can be acquired, processed and delivered in up to 8 minutes.
• Technologies Used: AWS, Python, GDAL, Rasterio, Pillow
• GGA
• Objective: Straight forward class to override a few functions and be able to run an entire genetic algorithm.
• Technologies Used: Python
• MSim
• Objective: Small footprint discrete event simulator developed to be used with Python.
• Technologies Used: Python

Contact info

Researcher, Developer & Technology Enthusiast

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Language

• Portuguese: Speech, Writing and Reading - Native
• English: Speech, Writing and Reading - Advanced
• Spanish: Speech, Writing and Reading - Basic
• Chinese: Speech, Writing and Reading - I took some classes...

Education

• 2020 - Today: Doctorate in Computer Science
• Location: University of Campinas (UNICAMP)
• Research Theme: Natural Language Processing and Machine Learning
• Supervisor: Leandro Aparecido Villas
• 2018 - 2020: Master in Computer Science
• Location: University of Campinas (UNICAMP)
• Research Theme: Allocation of RoadSide Units Aware of Obstacles
• Supervisor: Leandro Aparecido Villas
• 2014 - 2017: Bachelor of Computer Science
• Location: Marília Eurípides University (UNIVEM)
• Undergraduate Research Project: Natural Language Processing to achieve
• Supervisor: Leonardo Castro Botega

Working Experience

• Sep-2020 - Today: IT Director
• Company: Cygni Agrociência
• Assignments: As IT Director I'm responsible for all activities that are related to IT, such as form partnerships, planning projects, managing resources, and guaranteeing that all sectors are working according to plan. As I love to program, I’m usually involved in programming, innovation and creation of new tools within the company.
• Dez-2019 - Aug-2020: IT Consultant
• Company: Cygni Agrociência
• Assignments: During that time, I was responsible for assisting developers to choose and use the correct technologies without wasting human and cloud resources. I also helped to facilitate company communication with the IT sector, planning actions, and projects. We also started to create a new processing method, which is faster and cheaper than the ones used before.
• Dez-2018 - Nov-2019: Technical Training Experience in Information Technology
• Company: ClickIdeia and FAPESP
• Assignments: During this project, I had the opportunity to create a service that synchronizes data between 2 servers using a mobile device as a mule, which was created using a Raspberry Pi. The data synchronized ranges from binary files to data and structure from a relational database. The entire project was designed to work with Named Data Networking (NDN), a different kind of network that instead of IP addresses works with interests.
• Aug-2016 - Nov-2018: IT Manager
• Company: Cygni Agrociência
• Assignments: During this time, I was responsible for a team developing new features for the company.
• Jan-2015 - Jul-2016: Researcher
• Company: Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
• Assignments: During this project, I was one of the many researchers participating in a large project, where I was responsible for acquiring information about a crime from a text . I had the opportunity to learn new techniques and started to work with natural language processing.
• Aug-2014 - Dez-2014: IT internship
• Company: Vertical3W
• Assignments: Developer PHP using mainly CodeIgniter and some minor coding in the front-end.
• Jan-2014 - Mar-2014: IT internship
• Company: Boa Vista Serviços
• Assignments: PHP Developer.

Courses

• Master Laravel & Create High-Level Applications with Laravel
• Leadership Course “Habitudes”. Module 1 and 2
• Advanced English at FISK (TOEFL iBT total score 84)
• International english course at SEC - Study English in Canada
• Competitive C++ training for high school students (two weeks in october 2013)
• Training for programming marathon (twelve hours in 2014, promoted by COMPSI)
• Training for programming marathon (twenty four hours in 2015, promoted by COMPSI)
• Introduction to Android with Java - During the VI information technology week (three hours in october 2013)
• 1st phase of the Microsoft Students to Business course (four hours in 2015, promoted by COMPSI)
• 2dn phase of the Microsoft Students to Business course (20 hours in 2015, promoted by COMPSI)
• 3rd phase of the Microsoft Students to Business course (30 hours in 2015, promoted by COMPSI)
• Complete Microsoft Students to Business course
• SAP Foundations Plus training (PP, MM, SD, FI, CO)

Skills

Soft Skills: Good communication and teamwork, critical thinking, creativity, problem solving, teaches others, accepts responsibility.

Awards

• 2019
• Title: Second place best paper Roberto Diéguez Galvão
• Location: LI Simpósio Brasileiro de Pesquisa Operacional (SBPO 2019)
• 2016
• Title: Professional Highlight For Creative and Innovative Initiative
• Location: Cygni Agrociência
• 2014
• Title: Third place in the regional programming phase
• Location: Sociedade Brasileira de Computação
• 2013
• Title: First Place in the IT Olympics for High School Students
• Location: UNIVEM

Additional Information

• Courses Tutored
• Instrumental English
• Course monitor of Programming techniques
• Course monitor of Programming laboratory
• Participation in events and fairs
• PHP Conference 2020.
• SBRC 2020
• Organization of events and fairs
• FLISOL 2016.

Extras

(Sadly most of my work is on AWS CodeCommit.)