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Hi there 👋

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 🇨🇦.

I'm currently a post-doc and deep-learning researcher at Polytechnique Montréal and Laval University.

I work with ✨language models / NLP✨ (HuggingFace, Transformers, LangChain, LoRA/QLoRA, etc.) to solve manufacturing issues and ✨time-series models✨ (LSTM, GRU, seq2seq, etc.) to help patients with type-1 diabetes.

My new favorite research areas from a technical point of view are ✨Graph Neural Networks✨, ✨Deep Reinforcement Learning✨ (PPO), and ✨Meta-Learning✨ (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.

Anas Neumann's Projects

docs icon docs

TensorFlow documentation

flashcards icon flashcards

A prototype (for academic purposes) for the creation in python of a system of gamified flashcards. This prototype uses "Flask" for the generation of webservices and "TensorFlow" for the neural network

gns icon gns

Engineer-To-Order (ETO) Graph Neural Scheduling (GNS) Project

heuristic-analysis icon heuristic-analysis

Scholar project (Ph.D. Laval University): statistical analysis of heuristics and Cplex models

pytsp icon pytsp

A simple Travelling Salesman Problem to solve (optimize) with Python and IBM Cplex - For Learning Purposes

robotscheduling icon robotscheduling

A MIP model and local search optimization method to schedule a dynamic robot

simplemaml icon simplemaml

A simple generic (TensorFlow) function that implements the MAML algorithm for regression problems as designed by Chelsea Finn et al. 2017

sustainapp icon sustainapp

Final scholar project (Msc. Engineer): mobile app for serious game and learning

teaching icon teaching

I teach at Laval University (Québec - Canada) and i use this repository to save a copy of my courses

tsp icon tsp

A simple Travelling Salesman Problem to solve (optimize) with Java and IBM Cplex - For Learning Purposes

twins icon twins

Our final scholar project for the bachelor's degree: 3D video game using Unity (C# and JS) and PHP

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