Yuan Tian

Data Scientist

https://talent.gravityer.com/yuan-tian

Building innovative AI/ML applications to solve real-world problems

Seattle, WA

Key Strengths

Demonstrated interest and practical experience in deep learning, particularly in bioinformatics and protein language models, as evidenced by projects like 'finetune-esm' and 'protein-transformer'.
Proficiency in Python and Jupyter Notebook, which are core tools for Data Scientists.
Experience with advanced machine learning techniques such as distributed learning and LoRA for model finetuning.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong focus on deep learning and bioinformatics, indicating a passion for data science applications. The diversity of personal projects suggests a self-driven individual. However, without information on collaborative projects or team roles, assessing broader cultural fit is limited.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

protein-transformer

April 21, 2024 – May 11, 2024

Implement, train, tune, and evaluate a transformer model for antibody classification with this step-by-step code.

View Project

finetune-esm

February 16, 2024 – April 12, 2024

Scalable Protein Language Model Finetuning with Distributed Learning and Advanced Training Techniques such as LoRA.

View Project

citeseq_autoencoder

December 22, 2023 – December 22, 2023

Integrative analysis of single-cell multi-omics data using deep learning

View Project

image_tabular

June 13, 2020 – April 12, 2023

Integrate image and tabular data for deep learning

View Project

tcr_classifier

February 23, 2019 – July 17, 2019

Predicting T Cell Receptor Specificity with Deep Learning

View Project

DeepUFC2

November 25, 2018 – September 15, 2020

Now with data scraping and implementation in PyTorch

View Project

epitope_classification

August 26, 2018 – August 26, 2018

Source code for my blog post on epitope immunogenicity predction

View Project

pneumonia

June 3, 2018 – January 9, 2019

pneumonia — GitHub repository

View Project

LoL

May 24, 2018 – May 24, 2018

LoL — GitHub repository

View Project

DeepUFC

December 10, 2017 – December 10, 2017

DeepUFC — GitHub repository

View Project

Key Strengths

Demonstrated interest and practical experience in deep learning, particularly in bioinformatics and protein language models, as evidenced by projects like 'finetune-esm' and 'protein-transformer'.
Proficiency in Python and Jupyter Notebook, which are core tools for Data Scientists.
Experience with advanced machine learning techniques such as distributed learning and LoRA for model finetuning.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

Yuan Tian

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit