CV
Gansheng TAN
Washington University in St. Louis, 520 S Euclid Ave, St. Louis, MO 63110, USA
Tel: +1 (314) 745-9303 Email: g.tan@wustl.edu
Objective:
I am a self-motivated and team-minded Ph.D. student with 6 years of experience in neuromodulation research and bioelectrical signal processing. I seek to understand neural plasticity through electrophysiology, interact with these signals using an interdisciplinary approach, and develop new effective treatments for nervous system-related diseases.
Education
09/2022 – present Ph.D. Biomedical Engineering
MO, USA. Washington University in St. Louis 09/2019 – 03/2022 M.Eng. Mechanical Engineering
Shanghai, China Shanghai Jiao Tong University 06/2017 – 09/2019 Diplôme d’ingénieur (postgraduate degree in engineering) Île-de-France, CentraleSupélec France Topics: Advanced Statistics, Machine Learning, Signal Processing 09/2015 – 06/2019 B.Eng.
Shanghai, China Shanghai Jiao Tong University
Academic experience:
| Department of NeuroSurgery Washington University in St. Louis MO, USA Sept 2021 - present | Studying physiological effects of transcutaneous auricular vagus nerve stimulation |
| Robotic Institute Shanghai Jiao Tong University Shanghai, China Sept 2019 - present renowned robotic engineering university | Proposed Corticomuscular Motor Network (CMMN) as a novel diagnostic and therapeutic option for motor impairments after stroke Analyzed the topological graphical structure of EEG-EMG functional connectivity in stroke rehabilitation where patients were required to move upper arms with constant velocity Studied the impact of sample size and network depth on loss landscape: multichannel EMG signals were converted into an image and fed to convolutional neural network. Binary fist motor imagery recognition using human-machine mutural learning based on neural signal Review of applications and challenges of simultaneous examination of eye movement and EEG |
| French Master in Engineering CentraleSupélec Paris, France Sept 2017 - July 2019 Engineering school, Paris-SaclayUniversity | Key subjects studied: Advanced Statistics, Machine Learning, Optimisation, Signal Processing Worked on a one-year project on classifying meditation state using EEG(Electroencephalography) signals based on Nexus-32 measuring device of Mind Media company Led a 4-month project about implementation and extension of Creative adversarial Network to generate creative art images Developped multi-layer graph-based energy minimization methods in computer vision Ranked top 10 in Huawei 2018 big data challenge Integrating in pedagogical teams for Convergence, Intégration, Probabilités et Equations aux Dérivées Partielles classes |
| Bachelor of Engineering Shanghai Jiao Tong University Shanghai, China Sept 2015 - July 2017 | Honor student of 2016 Worked on a one-semester innovation project on new mechanical structure of bicycle lock winning the title of 2016 excellent project Conducted a one-year experiment study of water film flooding mechanism on a tilting large plate Simulated Pressure Control System of Nuclear Reactor Regulator based on MATLAB Simulink Attented one-month seminar in Sydney University to conceive a global frame of durable nuclear energy development |
| Canton Experimental High School Canton, China | Classed A* in GaoKao (highly competitive national entrnce exam to the leding universities) Ranked second in the 23th National Youth Computer Performance Competition to control a machine fetching mines and avoiding rocks which aroused my interest in Artificial Intelligence |
Relevant Work/Research Experience
| INSERM, French National Institute of Health and Medical Research Bron, France June 2019 - Sept 2019 | Analyzed cerebral oscillation of EEG signals during the meditative practices of Open Presence (OP) and Focused Attention (FA) Developped semi-automatical EEG signal preprocessing pipeline |
leadership experience:
| Ma-para, Pharmacy of Carrefour Lyon, France July 2018 - Sept 2018 | Did an internship as a consultant, was responsable for the ordering, receipt, and storage of merchandise and provided the suggestions to customers |
| BDI, International Student Union CentraleSupélec, Paris, France July 2017 - present | Organized two weeks of integration for international students Prepared four workshops and several lunch-meetings for the propose of cultural exchange |
| Team Promo, representative of class 2020 of CentraleSupélec Paris, France July 2017 - present | Organised the events to maintain the cohesion of class 2020 |
Language Skills:
Chinese: native language
French: full professional proficiency (DALF C1)
English: professional working proficiency (650/677 TOFEL ITP, 101/120 TOFEL iBT)
Computer Skills:
Programing language: R, Java, Python, C++, PHP, HTML, CSS
Software: R-studio, Solidwork, Jupyter Notebook, MATLAB, Nexu32, Github bash, Latex