( Currently at Hapticlabs )

Zheyun Shou

An AI and machine learning engineer working with time series, sensor data and LLM systems.

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  1. 01 · The work
  2. 02 · Experience
  3. 03 · Research
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( About )

I’m Zheyun, an AI and machine learning engineer based in Stockholm. I build models for time series and sensor data, and LLM systems that turn messy input into something a product can use.

( What I do )

I’ve worked on seizure detection from EEG, haptics generated from plain language, fault forecasting for industrial pumps and robot control with reinforcement learning. I like the whole path, from the raw signal to the code around the model.

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( The work )

Models and systems, built from the signal up.

See every project ↓

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( Index )
( Experience )

Four places, one thread. Noisy signals in, something reliable out.

( Research )
Fig. 1 · Multi-channel EEG, seizure onset marked
NeurIPS 2025 · Workshop on Time Series for Health

Computationally Efficient and Generalizable Machine Learning Algorithms for Seizure Detection from EEG Signals

Z. Shou, E. Fransén, G. Uribarri

From my MSc thesis at KTH. Time-series classifiers that stay light and keep their accuracy when they move between datasets.

  • EEG
  • ROCKET
  • catch22
  • Generalization
( Toolkit )
01

Time series

ROCKET, catch22, signal processing, multi-channel sensor data

02

ML and data

PyTorch, scikit-learn, NumPy, pandas, representation learning, deep generative models

03

LLM systems

LangGraph agents, MCP, RAG with hybrid retrieval, agent harnesses with tool calling, guardrails and graders, multi-model routing

04

Shipping

Git, CI/CD, Docker, GCP, Azure

05

Languages

Python, SQL, C++

06

Spoken

Chinese (native), English (fluent), Swedish (conversational)

( Education )
2023
2025

KTH Royal Institute of Technology

MSc Systems, Control and Robotics

Thesis on efficient and generalizable machine learning for seizure detection from EEG.

2022

National University of Singapore

Exchange programme

A semester abroad during my bachelor’s.

2020
2024

Zhejiang University

BEng Control Science and Engineering

Thesis on a computer vision system for PCB defect detection.

( Off the clock )

Reading

  • The Three-Body Problem Cixin Liu
  • Jonathan Strange & Mr Norrell Susanna Clarke
  • Solaris Stanisław Lem
  • Gödel, Escher, Bach Douglas Hofstadter
  • Siddhartha Hermann Hesse
  • Sophie’s World Jostein Gaarder

Games

  • Elden Ring
  • Baldur’s Gate 3
  • Kingdom Come: Deliverance II

Travel

  • Hangzhou to Stockholm
  • Most of Europe’s capitals on the map below
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