DIOGO DUTRA- -
linkedin.com/in/diogodutra diogodutra.github.io
___________________________ EDUCATION ____________________________
Nano Degree “AI Product Manager” Udacity
2020
Nano Degree “Deep Learning” Udacity
2019
Nano Degree “Machine Learning Engineer” Udacity
2018
COURSE “Data Science Essentials”edX
2017
MBA in EntrepreneurshipFundação Getúlio Vargas -
MASTER of Aeronautical Engineering Instituto Tecnológico da Aeronáutica
-
BACHELOR of Mechanical Engineering Instituto Militar de Engenharia -
________________________ WORK EXPERIENCE _________________________
LEAD DATA SCIENTIST, MACHINE LEARNING at PatriotOne Jul 2019 – Jan 2021Canada
Applied Convolutional Neural Networks and Digital Signal Processing to develop a radar and magnetic system that detects concealed weapons on the body. Used PyTorch, NumPy, Pandas and Scikit-learn, Jupyter Notebook, Matplotlib, Seaborn, Bokeh, JIRA, BitBucket, Docker, AWS S3.
Co-created with my team a customized Agile to speed up Research and Development of state-of-the-art engineering.
Managed and mentored up to 3 technical members thanks to a promotion after 3-months.
DATA SCIENTISTat Various Clients as part-time Freelancer Jan 2018 – Jul 2019 Remote
Increased small local retailer monthly sales by 39%. Customer segmentation (Unsupervised Learning) by purchase pattern drove new in-store promotions strategies, automatically announced by the cashier based on the groceries that was just processed (before payment).
Increased online revenue by 22% with recommender engine for cross-selling and up-selling considering specific customer segments (i.e.: regions of the country, age bracket, previous purchases).
SENIOR CONSULTANT ENGINEER at Altran, Natura Mar 2017 – Jul 2019 Brazil, Portugal
Embedded C++ code on automotive cluster, with Visual Studio, BitBucket, Confluence, Scrum, JIRA, Google Unit Test, Python, Robot Framework.
Implemented a series of PoCs for Industry 4.0 including 3D printer, Augmented Reality and Machine Learning for predictive maintenance. Managed 3 distinct teams adding up 30 members. Used Office 365, Python, Azure, Power BI and SharePoint list.
CTO at GoEpik Nov 2016 – Jun 2017 Brazil
Co-founded startup that delivered an Augmented Reality novel for maintenance to Natura and Renault with C#, Unity 3D and Vuforia for mobile. GoEpik was the most attractive Brazilian startup by 2017, accelerated by Google (Startup Farm) and Plug and Play, invitation to base in Silicon Valley.
ENGINEER at ICN, DCNS, Denel, Embraer Aug 2007 – Apr 2017 Brazil, France, South Africa
Various Aerospace and Defence projects (submarine, missile, jet fighter) as project manager, system and aerospace engineer. Used Matlab, Digital Signal Processing, embedded algorithm in ARM processor using C language and managed requirements with DOORS. For more details, visit my LinkedIn profile.
_____________________________ SKILLS ______________________________
English, French and Portuguese
C/C++, SQL
AWS, Azure, Power BI
Git, Flask, Heroku, Docker
Python, SciPy, Scikit-learn, Pandas
Keras, Pytorch, Fast.AI
