Edgar Liberis
Quantitative Researcher & Developer
Cambridge, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolEdgar Liberis is a Quantitative Researcher & Developer with 11 years of experience, blending deep learning research and production engineering from Cambridge to high-frequency trading at Jump Trading. Currently a PhD candidate at the University of Cambridge, he focuses on neural network performance optimisation and brings that rigor to low-latency, data-driven trading systems. His background includes applied ML roles at PolyAI and Featurespace, where he developed low-data NLP techniques and fraud-detection models while also accelerating engineering tooling. Early experience at Jane Street honed his systems and language-level skills, including contributions to OCaml compiler enhancements. Edgar combines academic depth with pragmatic delivery—translating research ideas into performant, production-ready code for demanding, real-time environments. He is based in Cambridge and known for bridging theoretical ML advances with engineering constraints that matter in trading and fraud detection.
11 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of OxfordDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Cambridge
English
Github Skills (43)
lstm-neural-networks10
apl10
docking10
protein-sequences10
python10
data-science10
machine-learning10
tensorboard10
lstm10
deep-learning10
tensorflow10
neural-network10
dub10
prediction10
proteins10
Programming languages (6)
Github contributions (5)
eliberis/parapred
Feb 2017 - Dec 2019
Paratope Prediction using Deep Learning
Contributions:139 commits, 101 pushes, 8 branches in 2 years 10 months
proteinspythonpredictionchemoinformaticslstm-neural-networks
eliberis/tflite-tools
Sep 2019 - Mar 2022
TFLite model analyzer & memory optimizer
Contributions:24 commits, 1 PR, 23 pushes in 2 years 6 months
memorytensorboardoptimizertensorflowanalyzer
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