Filipe Ribeiro
Sr. Manager - Machine Learning Applications
Porto Alegre, Rio Grande do Sul, Brazil
Summary
👤
Senior🎓
Top SchoolFilipe Ribeiro is a senior machine learning leader with 11 years of engineering experience who now manages ML Applications at HP from Porto Alegre. He moved from datacenter and SDN software engineering into ML six years ago and blends deep systems expertise (HPE OneView, SDN, NVM) with practical ML production skills across AzureML, MLOps pipelines, and model optimization. Filipe has hands-on experience deploying proprietary and open-source LLMs (GPT-3.5/4, LlamaV2, Vicuna, MPT) using LangChain, VectorDBs, RAG and prompt engineering to augment products. His track record includes building scalable forecasting platforms, an MLOps deployment tool, and novel ML integrations leveraging persistent memory and GPU quantization for performance gains. He excels at translating complex infrastructure constraints into efficient ML solutions and often operates at the intersection of hardware-aware engineering and generative AI. Colleagues describe him as an engineer who pairs pragmatic product integration with research-driven innovation.
11 years of coding experience
15 years of employment as a software developer
System Analysis and Development Artificial Intelligence (Recommendation Systems), System Analysis and Development Artificial Intelligence (Recommendation Systems) at Faculdade de Tecnologia - TECBrasil
Portuguese, English, Italian
Github Skills (3)
persistent-memory6
persistent5
development-kit4
Programming languages (2)
Github contributions (5)
snkchrist/fundamentus
Mar 2015 - Jun 2015
Contributions:22 commits in 3 months
filipe3/videoextractor
Nov 2019 - Dec 2019
Tools to manage and extract video frames in python
Contributions:19 pushes, 1 branch in 24 days
extractionframepythonvideo
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