Gustavo聽Montamat
Tech Manager at Globant
Orlando, Florida, United States
Summary
馃懁
Senior馃帗
Top SchoolGustavo Montamat is a Tech Manager and machine learning specialist with 10 years of experience building production ML and computer vision systems for clients like Disney and Globant. He combines hands-on engineering鈥攄eploying GPU-compatible microservices, serverless MLOps, and open-source LLMs鈥攚ith team leadership across the full ML lifecycle from data labeling to monitoring. His work spans real-time video pipelines, pose and segmentation models, recommendation engines, and generative AI integrations with Vertex AI and Azure OpenAI while prioritizing data privacy. A Penn MS in Systems Engineering, he routinely bridges research-grade models (SpanBERT, DensePose, MaskRCNN, YOLO) to scalable deployments using FastAPI, Docker, Triton and cloud-native services. Notably, he has shipped on-premise guest-capture systems and fine-tuned AR-ready models for production, reflecting a knack for turning novel CV research into reliable, high-availability products.
10 years of coding experience
6 years of employment as a software developer
Engineer's degree, Engineer's degree at Instituto Tecnol贸gico de Buenos AiresMaster's degree, Master's degree at University of Pennsylvania
English, Spanish
Stackoverflow
189reputation
31kreached
1answer
0questions
Github Skills (105)
calculator10
genetic-algorithm10
convolutional-neural-networks10
video-processing10
genetic10
computer-vision10
audio-processing10
v4l2loopback10
grid-search10
cross-validation10
web-traffic9
webcam9
intellij-plugin9
rabbitmq9
hyperparameter-tuning9
Programming languages (9)
Github contributions (5)
gmontamat/quora-question-pairs
Apr 2017 - Oct 2019
Code for the Kaggle competition "Quora Question Pairs"
Contributions:97 commits, 2 PRs, 2 pushes in 2 years 7 months
xgboostkagglequestionquora-question-pairsquora
gmontamat/poor-mans-transformers
Sep 2021 - Aug 2022
Implement Transformers (and Deep Learning) from scratch in NumPy
Contributions:73 commits, 1 PR, 33 pushes in 11 months
deep-learningmachine-learningml-frameworkneural-networknlp
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