My name is Anas Neumann. I have an MSc in software engineering and a PhD in business administration (which in practice meant optimization, simulation, and machine learning applied to industrial problems ^^) from Laval University in Canada π¨π¦.
I'm currently a post-doc and deep-learning researcher at Polytechnique MontrΓ©al and Laval University.
I work with β¨language models / NLPβ¨ (HuggingFace, Transformers, LangChain, LoRA/QLoRA, etc.) to solve manufacturing issues and β¨time-series modelsβ¨ (LSTM, GRU, seq2seq, etc.) to help patients with type-1 diabetes.
My new favorite research areas from a technical point of view are β¨Graph Neural Networksβ¨, β¨Deep Reinforcement Learningβ¨ (PPO), and β¨Meta-Learningβ¨ (MAML).
Besides, I'm also the lead dev of the www.uprodit.com web and mobile platform as well as the Genetic Algorithm-powered www.i4evosim.com.