José Martinez
Senior AI & Data Consultant
Rio Grande do Sul, Brazil
Summary
👤
Senior🎓
Top SchoolJosé Martinez is a Senior AI & Data Consultant with 11 years of engineering experience and 5+ years focused on production-grade machine learning systems across biometrics, safety analytics, document understanding, and generative applications. He bridges research and deployment—taking state-of-the-art models from benchmarks to resource-constrained edge devices (Jetson, mobile) and scalable cloud APIs (GCP/AWS) with optimizations such as pruning, quantization, ONNX and TensorRT. Notable wins include a 2x inference speedup on a multi-camera Jetson safety system deployed across US sites and a generative art pipeline accepted for retail production. He designs robust ML lifecycles end-to-end, from data anonymization and large-scale benchmarking to multi-region inference infrastructure and monitored FastAPI services. Comfortable with both deep model work (SegFormer, SAM, Stable Diffusion) and systems engineering (Docker, Cloud Run, PostGIS), José thrives on solving latency, footprint, and reliability constraints in real-world products.
11 years of coding experience
7 years of employment as a software developer
Artificial Intelligence, Artificial Intelligence at Federal University of Rio Grande do SulUndergraduate Internship, Computer Science, Undergraduate Internship, Computer Science at University of Groningen
Portuguese, English
Stackoverflow
24reputation
351reached
6answers
1question
Github Skills (53)
pytorch10
python10
machine-learning10
deep-learning10
tensorflow10
natural-language-processing10
transformer10
speech-recognition10
nlp10
transformers9
language-model9
bert9
jax9
flax8
seq2seq8
Programming languages (9)
Github contributions (5)
gutoboranga/cade-o-branquinho
Jun 2019 - Jul 2019
Contributions:11 commits, 1 PR, 7 pushes in 1 month
jotapem/YOLO_v3_tutorial_from_scratch
Jun 2018 - Aug 2018
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
Contributions:24 pushes, 2 branches in 1 month
object-detectorobject-detectiondetectorpaperspacescratch
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