About Me

I am expert in image analysis, fluid dynamics, optical microscopy, and physical cell biology, leveraging my interdisciplinary knowledge to drive successful research, development, and scale-up. I am dedicated to fostering impactful advancements within the scientific community.

A Visionary Approach!

I create proprietary advanced image analysis models. I specialize in the full spectrum of image and video analysis, including segmentation, velocimetry, object analysis, and classification using both traditional and innovative AI models. I design algorithms that automatically process image sequences and identify even the most challenging objects in images and videos, helping to drive breakthroughs in life sciences and physical sciences. I also offer expert consultation in optical microscopy and flow visualization.

Fluorescence image of encapsulated actin networks. We combine our expertise in physical biology, microfluidics, and optical microscopy to build software for your unique applications in biotechnology, life sciences, and physical sciences.

Advancing Science Through the Lens!

I leverage the full power of engineering software tools to deploy robust and validated algorithms for image and signal processing, AI-based classification, and beyond.

Image Analysis for Life Sciences

Automated image segmentation and object detection are crucial for advanced applications such as tissue engineering, high-content screening, spatial biology, and automated cell manipulation systems. With precise data, researchers can accelerate discovery and development.

applications of image segmentation in spatial omics, tissue mechanics, and high-content phenotype screening assays

Perform Label-Free Analysis of Objects Within Video and Image Sequences

I develop advanced image and video analysis models, employing sophisticated algorithms for detecting unlabeled and experimentally labeled objects across diverse imaging modalities, including bright field and fluorescence.

bright field image of unlabeled sperm cells in culture medium

Raw video was downloaded from yimo yan. (2020). https://doi.org/10.5281/zenodo.4303768

Precise Auto-Segmentation for Complex Objects!

My technology streamlines the masking and analysis of contiguous and hard-to-detect objects in order to focus on what matters most.

gif animation showing the segmentation of contiguous objects in a plant image

cattle image segmentation and morphology (anatomy) analysis

Unlock the Power of Image and Video Data for Machine Learning and Deep Learning.

My comprehensive image and image sequence analysis packages deliver precise segmentation and augmentation, to build, train, or evaluate AI models, or to derive insights through human expertise.

Artificial intelligence, machine learning, deep learning, and conventional image processing for classification and regression

Correlation
Classification
Regression

Streamlining Image Analysis With Custom User Interfaces

I design custom applications enabling efficient object quantification and process automation.

we develop graphical user interfaces for your image segmentation and object analysis needs

we develop computer vision and object detection Apps for personal and professional mobile devices and cameras

Unlock Vision!

I deliver precise image processing capabilities for mobile devices, encompassing binary to spectral applications, tailored to unique specifications.

Image Velocimetry

For dynamic field measurements over individual particle tracking, I fine-tune particle image velocimetry (PIV) source codes tailored for a wide range of industries.