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, PEFT, LoRA/QLoRA, MCP, RAG, etc.) to solve manufacturing issues and β¨time-series modelsβ¨ (LSTM, GRU, seq2seq, etc.) to help patients with type-1 diabetes.
I co-founded CWCloud and participate in the creation of www.cwcloud.tech, discover more here: https://www.youtube.com/watch?v=-eLlmisM4dw&list=PLVa_2sL_l0msxUnmaSpLAGlwOxizXWjht
My new favorite research areas from a technical point of view are β¨Graph Neural Netsβ¨, β¨Deep Reinforcement Learningβ¨ (PPO), β¨Meta-Learningβ¨ (MAML), and β¨Physics Informed Neural Netsβ¨ (PINNs).
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.