Nacim Bouia

Ml Research Engineer @Integral Ad Science

Ville de Paris, FR

Integral Ad Science (IAS) provides advertisers, advertisement agencies, brands and platforms with best-in-class software solutions, data and analytics across a variety of services.Building a novel position encoding module inspired by the brain & class tokens for self-teaching models (Image & Text Encoders) End-to-end on-Cloud project management (AWS S3 data lake, AWS EC2, AWS Cloud Formation, AWS EFA, EKS/Kubernetes, Databricks) Optimisations for running speed and targeting hardware specific GPU instruction for A10, T4 and H100 GPUs (Torch Profiler, Triton Compiler, CUDA, Linux / Bash) Multi-GPU fp16 training and evaluation (Ray, NCCL, Torch MP, Linux / Bash) Building python package for Mutual-Information computation for floating point features (Python, C++, Pybind11, Torch C++ bindings)

Lycée Janson-de-Sailly

Classes préparatoires aux grandes écoles (CPGE), Mathématiques et informatique

École Nationale Des Ponts Et Chaussées

Diplôme d'ingénieur, Mathématiques computationnelles et appliquées

ENS Paris-Saclay

Master of Science - MS, Mathématiques appliquées