Nailson Landim
ML Engineer (Computer Vision & Mobile AI) at Undisclosed Company - SMEs
Brazil
Summary
👤
Senior🎓
Top SchoolNailson Landim is an ML Engineer specializing in real-time computer vision and mobile AI with 10 years of hands-on experience delivering production-grade solutions across iOS, Android and edge devices. He architects end-to-end ML pipelines—dataset curation, training (YOLO family, PyTorch), export and GPU/NPU-optimized on-device inference (CoreML, NCNN, Metal, Apple Neural Engine)—and has shipped solutions achieving 30+ fps on diverse hardware including LiDAR and non-LiDAR devices. His work blends practical engineering with clever automation, for example using LLMs to organize and balance training data, and building AWS-based telemetry to close the loop on model quality from real user feedback. Prior roles show a talent for squeezing latency and cost out of systems (reducing processing from 6s to 700ms) and deploying robust edge ML in challenging field conditions, from dairy farms to urban planning. Based in Brazil, he pairs a master’s in Computer Systems Modeling with a background in embedded and IoT systems, making him equally comfortable optimizing low-level compute and scaling cloud telemetry.
10 years of coding experience
7 years of employment as a software developer
Graduate, Computing Science, Software Engineering, Web Development, Graduate, Computing Science, Software Engineering, Web Development at Instituto Federal de Ensino Tecnológico do TocantinsMaster on Computer Systems Modeling, Computer Science, Master on Computer Systems Modeling, Computer Science at Universidade Federal do Tocantins
English, Portuguese, Spanish
Stackoverflow
431reputation
37kreached
1answer
0questions
Github Skills (88)
python10
image-processing10
prediction10
vanilla-javascript10
project-setup10
darknet10
object-detection10
computer-vision10
multiclass-classification10
artificial-intelligence10
densenet10
vscode10
development-environment10
blogpost10
imageai10
Programming languages (10)
Github contributions (5)
nailsonlinux/TTGO-T-Call-PlatformIO
Feb 2020 - Oct 2022
Project setup to use TTGO-T-Call 1.3 on PlatformIO.
Contributions:4 commits, 1 PR, 1 push in 2 years 9 months
platformioproject-setupesp32ttgo
nailsonlinux/lamp-turnkey-environment
Jun 2019 - Jul 2019
Contributions:11 pushes, 2 branches in 8 days
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