Personal Information
Organization / Workplace
Paris France
Occupation
VP of MLOps
Industry
Technology / Software / Internet
Website
cKnowledge.io/@gfursin
About
Automating development, optimization and deployment of efficient ML Systems from the cloud to the edge (speed, accuracy, energy, size, costs) to solve the real world problems.
Tags
reproducible research
machine learning
collective knowledge
experimental workflows
repository of knowledge
open science
artifact evaluation
predictive analytics
code and data sharing
co-design
auto-tuning
empirical experiments
artifact appendix
acm
artifact sharing
program autotuning
data mining
systematic benchmarking
reproducible tournaments
crowdsourcing experiments
reusable components
automation
crowdsource ai
ai workflows
plugin-based ai
algorithm/performance/accuracy/energy trade-offs
co-design competitions
collaborative learning
collaborative optimization
ai repository
ai/sw/hw co-design
ai cambrian explosion
collaborative experimentation
computer systems
portable package manager
portable workflows
software/hardware chaos
collaborative dnn optimization
autotuning
public reviewing
computer science
computer engineering
supercomputing
ppopp
collaborative research
artifact template
pact
cgo
crowdsourcing iterative compilation
benchmark sharing
sw/hw co-design
dataset sharing
knowledge sharing
optimization repository
common experimental infrastructure
cloud for experiments
performance tracking buildbot
modeling of computer behavior
big data driven optimization
collaborative data management
collective mind
collaborative artifact evaluation
crowdsourcing paper reviewing
software and hardware dependencies
community-driven journals
common experimental setups
plugin-based auto-tuning
crowdsourcing auto-tuning
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