Adrian Englhardt
Staff Engineer, Machine Learning at LinkedIn
Dublin, Ireland
Summary
👤
Senior🎓
Top SchoolAdrian Englhardt is a Staff Machine Learning Engineer at LinkedIn with nine years of experience bridging academic research and production ML systems. He holds a PhD from KIT and published a dozen papers on time series, NLP, anomaly detection and data generation, work that feeds directly into practical solutions for sensor, energy, weather, image and text data. At LinkedIn he progressed from software engineer to staff engineer, focusing on deploying novel algorithms to real-world problems at scale. He combines hands-on software engineering with deep research instincts—supervising students and building analysis frameworks—making him equally comfortable prototyping models and operationalizing them. Based in Dublin, he brings a rare mix of interdisciplinary energy-domain expertise and generative/time-series modeling experience to applied ML challenges.
9 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD / Dr. Ing., Data Science and Machine Learning, Doctor of Philosophy - PhD / Dr. Ing., Data Science and Machine Learning at Karlsruhe Institute of Technology (KIT)Master's degree, Computer Science, Master's degree, Computer Science at Karlsruher Institut für Technologie (KIT)
Github Skills (114)
classifier10
lda10
fasttext10
one-class-classification10
wordnet10
glove10
word2vec10
corpus10
wikipedia10
document-classification10
integer10
topic-modeling10
science10
julia10
latent-dirichlet-allocation10
Programming languages (8)
Github contributions (5)
englhardt/OneClassActiveLearning.jl
Mar 2019 - Mar 2021
A Julia package for One-Class Active Learning.
Contributions:7 commits, 49 PRs, 119 pushes in 1 year 11 months
julia-packageone-classactive-learningjulia
kit-dbis/ocal-evaluation
Aug 2018 - Mar 2021
Scripts and notebooks to benchmark one-class active learning strategies.
Contributions:6 commits, 33 pushes, 2 branches in 2 years 7 months
active-learningdeep-learningnotebookmachine-learningbenchmark
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