Tech Resume
My experience structured for a tech, neurotech, or R&D role. Download PDF Version
Technical Toolkit
Data Science & ML
Pandas, NumPy, SciPy, Scikit-learn, PyTorch, Statsmodels
Hardware & Neuro
NI-DAQmx, PsychoPy, Biomechanical/EMG Signal Processing, Spike2
Tools
Git, GitHub, Jupyter
Pillar Projects
My core portfolio pieces, translating my PhD research into industry-ready applications.
Pillar 1: Real-Time Hardware Platform
A "human-in-the-loop" experimental platform built in Python. This application integrates NI-DAQ hardware (for data acquisition), PsychoPy (for visual stimulus), and real-time signal processing (for online feedback) into a robust, event-driven system.
View on GitHub
Pillar 2: Bayesian Model of Proprioception
A computational model (built with PyMC/Statsmodels) that translates my core PhD research. It models sensory illusions as a rational Bayesian cue combination problem, successfully predicting human motor errors under noisy sensory feedback.
View on GitHub
Pillar 3: State-Space & Cue Combination Model
My final project for an advanced Bayesian modeling course. This project uses a state-space model to explain proprioceptive drift through optimal cue combination and sensorimotor learning, demonstrating a grasp of core ML theory.
View on GitHub
Education & Specialized Training
- PhD Kinesiology (Neuromechanics) - University of British Columbia (Expected 2025/26)
- Neurotech Microcredential - NeuroTech Microcredential Program (In Progress, 2025)
- Neuromatch Academy (Computational Neuroscience) - Completed Interactive Track & Project (2022)
- M.Sc. Kinesiology (Neuromechanics) - University of British Columbia (2021)
- B.Kin. Kinesiology - University of British Columbia (2018)
Teaching & Leadership Experience
- Sessional Instructor (KIN 131, KINE 103, KINE 230) at UBC & Capilano University
- Teaching Assistant Mentor: Mentored new TAs in the School of Kinesiology.
- **PhD Representative, School of Kinesiology (2022–2023):** Acted as liaison between PhD students and faculty.
Selected Publications
For a full list, please see my Academic CV.
- Eschelmuller, G., et al. (2025). Dual agonist and antagonist muscle vibration produces a bias... Experimental Brain Research.
- Eschelmuller, G., et al. (2023). The effects of periodic and noisy tendon vibration on a kinesthetic targeting task. Experimental Brain Research.
- Eschelmuller, G., et al. (2021). The acute effects of periodic and noisy tendon vibration on wrist muscle stretch responses. Neuroscience Letters.
- Eschelmuller, G., et al. (2020). Frequency characteristics of heteronymous responses evoked by Achilles tendon vibration... Neuroscience Letters.