DavidĀ Carreira
Machine Learning Engineer at BRNDTS
Coimbra, Coimbra, Portugal
Summary
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Seniorš
Top SchoolDavid Carreira is a Machine Learning Engineer with 15 years of technical experience and a Master's in Instrumentation and Engineering Physics who specializes in computer and artificial vision. He developed a deep face recognition system for online student identification as his thesis, demonstrating hands-on expertise with RetinaFace, ArcFace fine-tuning, TensorFlow/PyTorch, and production tooling like Docker. At VISTeam he helped build ICAO-compliant verification models and curated a domain-specific dataset, and he now applies ML to ad monetization at BRNDTS, blending research rigor with product-focused engineering. A lifelong tinkerer, he combines physics-rooted analytical thinking with practical ML deployment, and his background in spectroscopy-based research hints at strong experimental and data-collection instincts rarely seen in typical ML engineers.
15 years of coding experience
1 year of employment as a software developer
Master's Degree in Instrumentation, Engineering Physics, Master's Degree in Instrumentation, Engineering Physics at University of CoimbraBachelor's degree, Bachelor's degree at Universidade de Coimbra
English, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (75)
robotics9
ros9
robot9
stereolabs9
client-library8
visual-odometry8
lists8
hector8
depth-camera8
xor7
simulator7
rescue7
astar7
stereo7
nodes7
Programming languages (5)
Github contributions (5)
Forestry-Robotics-UC/flir_ax8_simple_driver
May 2019 - Mar 2020
Contributions:16 commits, 8 pushes, 1 branch in 10 months
ingeniarius-ltd/rtabmap_utils
Jan 2018 - Feb 2019
Contributions:3 commits, 2 pushes, 1 branch in 1 year 1 month
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