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4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
United States
Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
一個月內
Vel Tien-Yun Wu I bring 5 years of hands-on experience in data engineering and software development, with a focus on building scalable data processing systems utilizing Hadoop, Spark, Kafka and Docker. My expertise in developing efficient ETL pipelines has been fundamental in optimizing data workflows for various data warehouses, enhancing data integrity and availability. My track record includes managing high-volume data pipelines, automating scheduling processes to improve operational efficiency, and deploying monitoring solutions that have reduced Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables
Git
Python
Scala
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of Alexander Kahoun.
Avatar of Alexander Kahoun.
Staff Software Engineer @Sibi
2018 ~ 现在
Staff Engineer/Manager
半年內
internal cloud-based secure file management system. - Mentored client engineers on how to maintain and enhance systems - Helped client interview and hire permanent Lead Architect and managed transition Staff Software Engineer/Data Engineer • DeMark Analytics AprilNovemberLead Data Pipeline Engineer - Implemented and maintained lambda architecture for data processing - Leveraged Hadoop and Spark to true up data in CassandraDB - Consumed terrabytes of data per hour through TCP stream and combined together with Storm and loaded into CassandraDB and RabbitMQ for quick consumption - Helped DevOps implement IaC for data pipeline with Chef - Led migration from Scala to Clojure Senior Consultant III
Mentoring
Learning
Leader
就职中
全职 / 我只想远端工作
15 年以上
Temple University
Information Science & Technology
Avatar of the user.
Avatar of the user.
創辦人 @酷喬伊科技有限公司
2020 ~ 现在
Python developer
一個月內
PyTorch
Python
PostgreSQL
就职中
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
4 到 6 年
Fu Jen Catholic University
Major, Optical Physics, Minor, Finance and international business

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职场能力评价定义

专业技能
该领域中具备哪些专业能力(例如熟悉 SEO 操作,且会使用相关工具)。
问题解决能力
能洞察、分析问题,并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对,并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法,且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序,有效运用时间,准时完成工作内容。
团队合作能力
具有向心力与团队责任感,愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展,有效引领团队采取行动,达成共同目标。
超過一年
Detroit, MI, USA
专业背景
目前状态
就职中
求职阶段
专业
数据科学家
产业
工作年资
1 到 2 年工作经验(2 到 4 年相关工作经验)
管理经历
我有管理 10~15 人的经验
技能
AWS
AWS EC2
AWS S3
AWS Lambda
Python
SQL
Tableau
Docker
Apache Spark Hadoop
ETL Pipelines
Tensorflow/Keras
Scikit-Learn
Pandas Numpy Matplotlib
Seaborn
Image Recognition
Computer Vision
Natural Language Processing (NLP)
Algorithm Development
Algorithm Optimization
Quantitative Analysis
Statistics and Probability
Data Visualization
Data Storytelling
Machine Learning Data Science
Model Building
Model Development
Model Validation
Excel
PowerPoint
Word
WordPress
QuickBooks
Github
Jupyter Notebook
Automation
Data Structures and Algorithms
Regression Models
Classification Modeling
Unsupervised Learning Algorithms
Supervised Learning
Deep Learning
Artificial Intelligence
Artificial Neural Networks
Amazon Web Services (AWS)
Amazon AWS
Amazon Redshift
Data Analysis
Data Analytics
Data Structures
Data Science
Databases
Machine Learning Engineer
Machine Learning with stats models and scikit-learn
Algorithms
Infrastructure
Cloud Computing
Cloud Infrastructure
Cloud Security
Cloud Storage
Pipeline Management
Reporting & Analysis
Report Creation
Public Speaking
Communication Skills
Customer Service
Sales & Customer Service
Sales & Marketing
Bilingual English Spanish
Bilingual Proficiency
Bilingual
Conflict Resolution
Conflict Management Skills
Time Management Skills
Self Motivated
Discipline
Linear Algebra
Linear Regression
Forecast Modeling
Beverage Industry
Food & Beverage
Wine & Spirits Industry
Wine Knowledge
Spirits
Distillation
Software Development
Logistic Regression
Decision Trees
Optimization
K-Means Clustering
K-Nearest Neighbors
Clustering Algorithms
Random Forest
PCA
RDS
Redshift
ElasticSearch
Elastic Load Balancing
MapReduce
xgboost
ETL
aws glue
AWS Kinesis
DynamoDB
Feature Engineering
Stochastic Methods
Gradient Boosting
Perceptron
Validation
Amazon Rekognition
Amazon Lex
Amazon Comprehend
Amazon Transcribe
Amazon Translate
Amazon Polly
IP Insights
Endpoint Security
Virtual Private Cloud
Containerization
Hyperparameter Tuning
Convolutional Neural Networks
Recurrent Neural Network
Neural Topic Model
Latent Dirichlet Allocation
Semantic Segmentation
seq2seq
Activation Functions
Performance Metrics
Support Vector Machines (SVM)
Sentiment Analysis
Image Classification
Object Detection
computer vision
Computer vision
AWS Batch
AWS Firehose
Data Streaming
Step Functions
Lambda
语言能力
English
母语或双语
Spanish
进阶
求职偏好
希望获得的职位
Data Scientist, Data Analyst, Machine Learning Engineer
预期工作模式
全职
期望的工作地点
Detroit, MI, USA
远端工作意愿
对远端工作有兴趣
接案服务
是,我利用业余时间接案
学历
学校
Amazon Web Services (AWS)
主修科系
AWS Certified Machine Learning - Specialty
列印

Monica Gyorke

AWS Certified Machine Learning Specialist with programming skills in Python and SQL. Possesses a demonstrated knowledge of statistics, quantitative analysis, and data science applications. Skilled in model building, evaluation, optimization, and deployment. Engineers ML pipelines using cloud-based services and solutions. Excels in public speaking, data storytelling, and communicating with non-technical audiences. Over twenty years experience in customer-facing roles, management, and sales. Able to work in a bilingual capacity. Has previously lived in Austin, NYC, and Spain.

               

Machine Learning Specialist
Ecorse, MI USA

phone: (313) 624-5787

email: [email protected]


Education

DeepLearning.AIMachine Learning Engineering for Production (MLOps) Specialization  2022

Amazon Web Services • AWS Certified Machine Learning - Specialty 2021

Wayne State University • Dual B.A. Spanish | Peace and Conflict Studies 2012

Technical Stack

Python • SQL • Tableau TensorFlow • Keras • Amazon Web Services • Docker • Kubernetes • Github • Jupyter Notebook • Scikit-Learn • Numpy • Pandas • Seaborn • Matplotlib

Work Experience

Office Assistant  Essential Screen Printing  Detroit, MI  Nov 2020 - Present

Set up shop management software to automate workflows, track invoices, and generate reports for analytics. Organizes Quickbooks and helps with reconciliation. Aids in production-related tasks. Part-time employment.

Michigan Sales Representative|Bartender  Two James Spirits  Detroit, MI  Jan 2014 - Mar 2020

Initiated sales position and strategically planned marketing structure. Built and maintained relationships with clients and distributors. Collaborated with external partners in Mexico on product development.

Bartender • Barrio Chino  New York, NY  Jul 2013 - Dec 2013

Demonstrated high level of efficiency and excellent customer service acumen, while collaborating with team members in a fast-paced environment. Expedited payment transactions and cash draw maintenance.

Projects

End-to-End Machine Learning with SageMaker Pipelines  MLOps • Machine Learning • 2022

Just a BiT: Using BigTransfer for Near-Duplicate Image Search Computer Vision  2022

Flowers, everywhere Computer Vision • 2022

Image Captioning Using a CNN + Transformer  Natural Language Processing • Computer Vision  2021

Data Augmentation: Mess it up so we can make it work • Data Augmentation • Computer Vision  2021

3D Rendering with NeRF!  Computer Vision • 2021

简历
个人档案

Monica Gyorke

AWS Certified Machine Learning Specialist with programming skills in Python and SQL. Possesses a demonstrated knowledge of statistics, quantitative analysis, and data science applications. Skilled in model building, evaluation, optimization, and deployment. Engineers ML pipelines using cloud-based services and solutions. Excels in public speaking, data storytelling, and communicating with non-technical audiences. Over twenty years experience in customer-facing roles, management, and sales. Able to work in a bilingual capacity. Has previously lived in Austin, NYC, and Spain.

               

Machine Learning Specialist
Ecorse, MI USA

phone: (313) 624-5787

email: [email protected]


Education

DeepLearning.AIMachine Learning Engineering for Production (MLOps) Specialization  2022

Amazon Web Services • AWS Certified Machine Learning - Specialty 2021

Wayne State University • Dual B.A. Spanish | Peace and Conflict Studies 2012

Technical Stack

Python • SQL • Tableau TensorFlow • Keras • Amazon Web Services • Docker • Kubernetes • Github • Jupyter Notebook • Scikit-Learn • Numpy • Pandas • Seaborn • Matplotlib

Work Experience

Office Assistant  Essential Screen Printing  Detroit, MI  Nov 2020 - Present

Set up shop management software to automate workflows, track invoices, and generate reports for analytics. Organizes Quickbooks and helps with reconciliation. Aids in production-related tasks. Part-time employment.

Michigan Sales Representative|Bartender  Two James Spirits  Detroit, MI  Jan 2014 - Mar 2020

Initiated sales position and strategically planned marketing structure. Built and maintained relationships with clients and distributors. Collaborated with external partners in Mexico on product development.

Bartender • Barrio Chino  New York, NY  Jul 2013 - Dec 2013

Demonstrated high level of efficiency and excellent customer service acumen, while collaborating with team members in a fast-paced environment. Expedited payment transactions and cash draw maintenance.

Projects

End-to-End Machine Learning with SageMaker Pipelines  MLOps • Machine Learning • 2022

Just a BiT: Using BigTransfer for Near-Duplicate Image Search Computer Vision  2022

Flowers, everywhere Computer Vision • 2022

Image Captioning Using a CNN + Transformer  Natural Language Processing • Computer Vision  2021

Data Augmentation: Mess it up so we can make it work • Data Augmentation • Computer Vision  2021

3D Rendering with NeRF!  Computer Vision • 2021