Portfolio

Lai Gui

Researcher & Engineer

PhD candidate at EPFL — building at the intersection of biophysics, advanced microscopy, and computational methods.

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About Me

Building at the frontier of science & technology

I'm a PhD candidate at EPFL working on advanced microscopy and biophysics. My research combines cutting-edge imaging techniques with computational methods to study biological systems at the nanoscale.

Beyond research, I enjoy building software tools that bridge the gap between scientific discovery and practical application — from image analysis pipelines to interactive data dashboards.

Affiliation

EPFL

Location

Lausanne, CH

Focus

Biophysics

Website

laigui.ch

Skills

Tools of the trade

Programming Languages

PythonTypeScriptC++MATLABRBash

Frameworks & Libraries

Next.jsReactPyTorchNumPySciPyOpenCVPandas

Research Methods

Fluorescence MicroscopySingle-Molecule ImagingImage AnalysisSignal ProcessingStatistical Modeling

Tools & Platforms

GitDockerLaTeXJupyterFIJI / ImageJLinux

Projects

Selected work

Microscopy Analysis Pipeline

Automated pipeline for processing and analyzing fluorescence microscopy images, featuring denoising, cell segmentation, and quantitative single-molecule analysis.

PythonPyTorchOpenCVNumPy

Single-Molecule Tracking

Software for tracking individual molecules in live-cell imaging data, enabling quantitative analysis of molecular dynamics and diffusion coefficients.

PythonMATLABSignal Processing

Lab Data Dashboard

Interactive web dashboard for visualizing and exploring experimental data from biophysics lab experiments, with real-time filtering and export.

Next.jsTypeScriptReactD3.js

EPFL Course Materials

Interactive notebooks and problem sets for graduate-level biophysics courses, covering statistical mechanics, diffusion, and optical trapping.

PythonJupyterLaTeX

Contact

Get in touch

Whether you want to discuss research, collaboration opportunities, or just say hello — my inbox is always open.

Say Hello