mason

Backend Engineer

https://talent.gravityer.com/mason-1

Graduated from DLUT. Focus on artificial Intelligence and other advanced technologies.

bytedance

Key Strengths

Demonstrated experience in Natural Language Processing (NLP) and Machine Learning (ML) through personal projects.
Proficiency in Python and C++ for data processing and model implementation.
Experience with deep learning frameworks like Keras and TensorFlow.
Current role as a Backend Engineer at ByteDance indicates relevant industry exposure.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily focused on machine learning, natural language processing, and data science, which aligns with a data-intensive backend role. However, the projects are all personal and lack team collaboration context. The current role at ByteDance as a Backend Engineer suggests some alignment with the target role, but details are missing. The breadth of skills is somewhat narrow, heavily leaning into ML/NLP with less explicit mention of traditional backend system design, distributed systems, or API development.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test score is 0, providing no insights.

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

keras_bilstm_multi_classification

December 18, 2017 – December 18, 2017

keras_bilstm_multi_classification — GitHub repository

View Project

new_words_find

October 23, 2017 – October 24, 2017

新词发现算法与同义词挖掘

View Project

DATAPRO

September 1, 2017 – October 30, 2017

在开源数据集以及一些kaggle比赛上训练模型

View Project

LogisticRegression

August 23, 2017 – August 23, 2017

在开源方案上增加了迭代终止条件的逻辑回归,采用随机梯度下降法,带l1正则化。

View Project

rec_model

July 20, 2017 – July 20, 2017

模型推荐

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topic_find

July 19, 2017 – July 19, 2017

topic_find — GitHub repository

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image_style_tag

July 15, 2017 – July 16, 2017

crawl jd images and tagging use vggnet on tensorflow

View Project

image-score

July 11, 2017 – July 11, 2017

calculate image-score use tensorflow vggnet

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entity_words_identification

July 10, 2017 – May 10, 2018

应用crf++,进行电商命名实体识别

View Project

Profile

July 7, 2017 – December 7, 2022

用户画像,知识图谱挖掘

View Project

Key Strengths

Demonstrated experience in Natural Language Processing (NLP) and Machine Learning (ML) through personal projects.
Proficiency in Python and C++ for data processing and model implementation.
Experience with deep learning frameworks like Keras and TensorFlow.
Current role as a Backend Engineer at ByteDance indicates relevant industry exposure.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test score is 0, providing no insights.

mason

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit