David Pisani
Engineering Manager at Microsoft
Redmond, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolDavid Pisani is an engineering leader with a PhD in Mechanical and Aerospace Engineering from UCLA and nine years of industry experience applying numerical computing to image and video analysis at Microsoft. He combines deep research roots in ferroelectric materials, computational modeling and experimental work with hands-on software and DevOps contributions—such as automating dataset preparation and improving octree-based 3D CNN tooling in the notable microsoft/O-CNN project. At Microsoft he has progressed from software engineer to engineering manager, balancing technical ownership of resource-scheduling and vision pipelines with people leadership. Known for bridging rigorous simulation work and production ML systems, he brings a pragmatic, interdisciplinary approach to solving complex sensing and optimization problems.
9 years of coding experience
19 years of employment as a software developer
University of California, Los Angeles
Stackoverflow
181reputation
5kreached
7answers
0questions
Github Skills (15)
automation10
automations10
docker10
python10
dockers10
octree9
convolutional-neural-networks8
yaml8
yml-configuration8
vector6
bmp6
matlab6
math6
matrix6
derivative6
Programming languages (6)
Github contributions (5)
microsoft/O-CNN
Apr 2018 - Dec 2018
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis
Role in this project:
Back-end & DevOps Engineer
Back-end & DevOps EngineerContributions:9 commits, 5 PRs, 3 comments in 7 months
Contributions summary:David contributed to automating the dataset preparation process using Python scripts and Docker. They fixed issues with the training/test split generation and added dataset generation modules, examples, and configuration file reading. Additionally, the user addressed build issues, added python interop, and refactored code related to octree settings. They also added an axial rotation augmentor.
3dconvolutional-neural-networksoctreeshape-analysiso-cnn
dapisani/dotfiles
Sep 2017 - Dec 2023
Contributions:8 pushes, 1 branch in 6 years 3 months
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