Machine Learning Engineer & Research Engineer

I am

Avatar Bryan Chen - ML Engineer
Bryan Chen

About Me

Currently enrolled in an Artificial Intelligence program within the Master's degree in Data Science at ร‰cole Polytechnique under the direction of Dr. Rรฉmi Flamary, with a cross-registration at the MVA (Mathematics, Vision, and Learning) program at ENS Paris-Saclay. I hold a Degree of Engineer from the National Polytechnic Institute - ENSEEIHT, where I specialized in High-Performance Computing (HPC) and Big Data and did an enriching Exchange Program in Computer Sciencee at Tsing Hua University in Taiwan.

Throughout my academic and professional journey, I have developed a strong foundation in research, programming, machine learning, and advanced data analysis, coupled with extensive hands-on experience in Python, R, Julia, and SQL, I am excited to unlock insights from complex datasets. During my experiences, notably at the National University of Singapore, I honed my expertise in developing neural networks from scratch, studying incremental learning, considering Model Compression and Data Poisoning mitigation in AI systems, and deploying an efficient fine-tuning process for Deep Neural Networks architectures.

I am passionate about applying my skills to tackle real-world problems, particularly in the intersection of AI and HPC, and contributing to impactful projects in environment, computer vision, and beyond. My experiences in Toulouse, Paris, China, Taiwan, and Singapore have solidified my global outlook, and I look forward to bringing innovative ideas to any team I work with.

Projects

bike_station

Bike company

C++

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portfolio

bryanbradfo.github.io

HTML5, CSS3, JavaScript

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f1simulator

F1 Simulator

Java, Agile Methods

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ultrason

Ultrasound, fracture, and tumor

HTML5, CSS3

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airplane

10000 planes

Python

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puiss4

Four on a line

Python

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fini_elmt

Laplace problem with constraints

Python

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perceptron

Perceptron and MLP

Python

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cnn

Convolutional layers

Python

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cnn

CNN on MNIST

Python

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cnn

Transfer learning and GPU

Python

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cnn

Pixel-scale Prediction (FCN)

Python

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cnn

Denoising with FCN

Python

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RNN

RNN

Python

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LSTM

LSTM for Music Generation

Python

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quant_regression

Quantile Regression with NN

Python

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GAN

Sampling with GAN

Python

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DDPM

Denoising Diffusion Probabilistic Models

Python

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Learning-to-rank

Learning-to-rank

Python

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Siamese-CNNs

Siamese CNNs

Python

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ViT

Vision Transformers

Python

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Land Cover Recognition

Land Cover Recognition

Python

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Research Areas

Computer Vision

Core Machine Learning

Conversational AI

Natural Language Processing (NLP)

Speech & Audio

Resume

Contact

Email: bryan.chen[at]polytechnique.edu