Experience
2016 – 2018 : Quicksign – R&D engineer / data scientist
Lead on R&D projects:
- understanding of the company needs,
- study of the state-of-the-art,
- create POC: manage tooling, data annotation, trainings, design of larger solutions (including Deep Learning, Machine Learning, IA, Computer Vision, autooptimization), measure of performances and analysis
- develop POC into automatable solution (configuration management, logging analysis, deployability and auto-build)
- provide production-ready entity (Docker)
Subjects studied: Automated information extraction from images:
- document localization in image
- text reading
- information tagging / text processing
- information extraction / consolidation with knowledge of the trade.
Keywords: python, Tensorflow, IA, docker, image/text processing
2013 – 2015 : Evergig – R&D engineer
Study state-of-the-art IA research, choose technical solution, implement Proof-of-Concept, and integrate in company solution for various subjects:
- Automated music mastering and equalization
- Overlay detection on video
- Noise reduction on multi-sources audio
- Recommendation systems
- Saliency and points of interest in video. Automated intelligent extraction of video thumbnails
- Voice detection in audio segments
- Video quality assessment
- Concert set list extraction from Social media video titles
Keywords: C++, IA, video processing, optimization
2008 : Computational & Biological Learning Lab, CIMS, NYU – Intern
Development of a C++ GUI library for a convolutional neural network library (Libeblearn). Design, implementation and training of a neural net for face detection using these libraries. (Supervision : Prof. Yann LeCun)
Training
2010 – 2013 : University Paris VI (UPMC/LIP6) – PhD
PhD in Artificial Intelligence, on Multi-Agent coordination (with a particular interest on the patrolling problem with an open system setting)
2007 – 2008 : University Paris VI (UPMC) – Master 2
Signals, Systems, Images and Robotics, specialized in Robotics and Intelligent Systems (M2 SSIR/RSI)
2005 – 2008 : Ecole Centrale Paris – Engineering degree
Prestigious university-level French multidisciplinary engineering school. Specialisation in Research, conception and development in the field of Advanced Electronic Systems (SA/CDR)
Published Papers
[8] C. Poulet, V. Corruble and A. El Fallah Seghrouchni, “Working as a team: using social criteria in the timed patrolling problem” , in 24th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), , IEEE, Athene, 2012. ictai2012
[7] C. Poulet, V. Corruble and A. El Fallah Seghrouchni, “Travailler en équipe : le choix social appliqué au problème de la patrouille multi-agents” , in Actes des journées francophones sur les systèmes multi-agents (JFSMA ’12), Honfleur, 2012. jfsma2012
[6] C. Poulet, V. Corruble and A. El Fallah Seghrouchni, “Auction-based strategies for the open-system patrolling task” , in Proc. PRIMA – 15th International Conference on Principles and Practice of Multi-Agent Systems, Springer, Kuching, Malaysia, 2012. prima2012
[5] C. Poulet, V. Corruble, A. El Fallah Seghrouchni and G. Ramalho, “The Open System Setting in Timed Multiagent Patrolling” , in Proc. of Web Intelligence – Intelligent Agent Technologies (WI-IAT’11), IEEE, Lyon, 2011. IAT2011
[4] C. Poulet, “Etude du Problème de la Patrouille Multi-Agents en Système Ouvert” , in Proc. of Rencontre des Jeunes Chercheurs en Intelligence Artificielle (RJCIA’11), Grenoble, 2011. RJCIA2011
[3] C. Farabet, C. Poulet and Y. LeCun, “An FPGA-Based Stream Processor for Embedded Real-Time Vision with Convolutional Networks”, in Proc. of the Fifth IEEE Workshop on Embedded Computer Vision (ECV’09 @ ICCV’09), IEEE, Kyoto, 2009. ecvw09
[2] C. Farabet, C. Poulet, J. Y. Han, and Y. LeCun, “CNP: An FPGA-based Processor for Convolutional Networks”, in Proc. International Conference on Field Programmable Logic and Applications (FPL’09), IEEE, Prague, 2009. fpl09
[1] C. Farabet, C. Poulet, J. Y. Han, and Y. LeCun, “An FPGA-based Processor for Convolutional Networks”, in Snowbird Learning Workshop, Clearwater FL, 2009.