valeman
Machine Learning Engineer at Big Business
London, England, United Kingdom
Summary
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Rockstarvaleman is a Machine Learning Engineer based in London with nine years of experience focused on probabilistic prediction, time-series forecasting, and systematic trading. He blends research-minded modeling—particularly conformal prediction techniques—with practical forecasting solutions that drive decision-making under uncertainty. Known for creating the "Awesome Conformal Prediction" resource, he contributes to the ML community’s understanding of calibration and reliable predictive intervals. His profile reflects a strong niche in financial and sequential data applications, pairing statistical rigor with production-aware engineering.
9 years of coding experience
Github Skills (113)
prediction-model10
parallel10
anomaly-detection10
python10
lime10
prophet10
sklearn10
autogluon10
deep-learning10
ets10
automl10
exponential-smoothing10
prediction10
forecast10
uncertainty10
Programming languages (5)
Github contributions (5)
valeman/Awesome_Math_Books
Sep 2024 - Jul 2026
Contributions:142 pushes, 1 branch, 2 comments in 1 year 10 months
valeman/Transformers_And_LLM_Are_What_You_Dont_Need
Jun 2023 - Feb 2026
The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
Contributions:112 pushes, 1 branch, 1 comment in 2 years 7 months
time-series-forecastingtransformer-modelstransformers
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