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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
Within one month
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
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
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 ~ Present
Staff Engineer/Manager
Within six months
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
Employed
Full-time / Remote Only
More than 15 years
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 ~ Present
Python developer
Within one month
PyTorch
Python
PostgreSQL
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
Fu Jen Catholic University
Major, Optical Physics, Minor, Finance and international business

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
More than one year
Detroit, MI, USA
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
1-2 years work experience (2-4 years relevant)
Management
I've had experience in managing 10-15 people
Skills
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
Languages
English
Native or Bilingual
Spanish
Fluent
Job search preferences
Positions
Data Scientist, Data Analyst, Machine Learning Engineer
Job types
Full-time
Locations
Detroit, MI, USA
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
Amazon Web Services (AWS)
Major
AWS Certified Machine Learning - Specialty
Print

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

Resume
Profile

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