homeroroman.com - Homero Roman

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Description: Homero Roman. Personal website and blog. Software Engineer at Qualcomm. Open for positions.

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Under my leadership, the multi-accelerator team has improved the latency of neural networks like BERT on the cloud by distributing the inference across multiple Qualcomm accelerators . Dec. 2020 - present

Improved the fluency of generated responses by more than 60% for the HoloLens when navigating a user by implementing the idea of theory of mind in a deep learning model in Pytorch. I also co-authored TwoPaneView for React Native which enables the dynamic rendering of Views on dual screen devices like the Microsoft Surface Duo. Sept. 2019 - Sept. 2020

As a software engineering intern at Solvvy , developed and trained large deep neural network models on hundreds of thousands of GCloud Kubernetes-managed, PostgreSQL-stored ticket queries to classify and draw insights from text data. Also wrote a Facebook Messenger Chat Plug-in interface for Solvvy's chatbot platform. Jul. 2018 - Sept. 2018

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