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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
and collaborate with a dynamic team. New Taipei City, Taiwan Work Experience Data Engineer • Groundhog Technologies Inc. JulyPresent - Built and maintained data piplines (through which several hundred millions rows of data flow through daily) using Scala Spark/ Hadoop - Managed cron jobs and performed regular data recovery using Apache Airflow - Performed regular Extract, transform, load (ETL) operations through Hive and HDFS command line interfaces - Utilized streaming technologies such as Kafka to store data into various pools and lakes alike Graduate Hourly employee • University of Illinois at Urbana-Champaign SeptemberDecember 2020 Designed and developed student assessments/assignments for
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 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging its Spark capabilities to efficiently transform and aggregate incoming data streams. With the combined power of Databricks and AWS Lambda, ensured unparalleled data consistency, quality, and preparedness for sophisticated analytics and reporting. Utilized Databricks and Airflow to run extensive data profiling tasks, analyzing data patterns and identifying potential quality issues before they reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學所
Avatar of the user.
Avatar of the user.
Lead Fullstack Engineer @Proto Research Inc
2022 ~ Present
Front-End / Back-End / Full Stack Web Developer
Within one month
Python
React.js
Next.js
Employed
Open to opportunities
Full-time / Remote Only
6-10 years
National Taiwan University
Mechanical Engineering
Avatar of the user.
Avatar of the user.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
Within one month
Python
Linux
C++
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
經濟學
Avatar of Red Cho.
Avatar of Red Cho.
Team Lead/Senior Software Engineer @MEXC
2022 ~ Present
Software Engineer
Within one month
stable api under high qps with load testing / concurrent testing. Software engineer • Gogoro/Goshare • 2019/11~2022/01 .Implement Tarjan's strongly connected component algorithm and topological sort algorithm in the task management system. .Develop a customized synchronizer system by combining core concepts from Apache Airflow and Apache Kafka Connecter . .Experience in performance test , load test and stress test and unit test. .Experience in solving java native memory leak in JIT c2 level 4 compiler issue. Software Engineer • Lang Live • 2019/03 ~ 2019/10 .Deal with 10 million+
PHP
Python
Docker
Employed
Full-time / Interested in working remotely
4-6 years
Avatar of the user.
Avatar of the user.
Data Scientist/ Engineer @Intomarkets
2022 ~ Present
Data Scientist
More than one year
Machine Learning
Statistical Analysis
Big Data
Full-time / Interested in working remotely
6-10 years
University of Paderborn
Master of Science in Computer
Avatar of 邱政亞.
Avatar of 邱政亞.
全端工程師 @崴浤科技
2015 ~ Present
資料工程師
Within two months
料抓取與邏輯計算,最後將資料以網頁呈現至前端‧ 這整套系統自建於Linode的雲端主機,使用UbuntuLTS系統環境,安裝包括nginx, mysql, phpmyadmin, python, apache airflowApache airflow 曾經的踩雷: 1. 每次跑task時都會讓Scheduler與Mysql Crash,查 Mysql log之後發現好像是主機記憶體 不足 的問題,把linode的主機從RAM
Python
MySQL
Airflow
Employed
Full-time / Interested in working remotely
6-10 years
國立台中科技大學
資訊管理
Avatar of 蔡智鈞.
Avatar of 蔡智鈞.
Principle Engineer @HTC
2023 ~ Present
Software Engineer / Backend Engineer
Within one month
. # Air quality real-time monitoring mapUtilized the ASP.NET MVC framework for building a low-cost PM2.5 sensing platform for the Environment Protection Administration Executive Yuan R.O.C. 2. Integrated Google Maps API to display GIS base data, and leveraged Apache EChart to present historical data. 3. Developed a Messenger Bot to provide convenient data querying services. EducationAppWorks School Blockchain Program國立暨南國際大學(National Chi Nan University) 資訊管理學系國立暨南國際大學
node.js / express.js
Python
Kafka
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
AppWorks School
Blockchain Program
Avatar of Chin-Hung (Wilson) Liu.
Avatar of Chin-Hung (Wilson) Liu.
Principal Engineer, Data Engineering @KKCompany
2023 ~ Present
Backend Engineer, Data Engineer, MLOps Engineer
Within one month
operation, moderating model training results, and designing SLIs/SLOs for EKS Clusters. More responsibilities/details as below. Optimize music (UMG) pipeline with queries and memories for Elasticsearch and PostgreSQL, the pipeline saving 90% execution time from 10+ hours to 40 mins. Migrate service from apache spark, AWS Data Lake Formation to AWS MWAA, EKS airflow environment. Design, and deliver distributed system for Ray Serve with AI team. Design, and implement a modern machine learning pipeline for a recommendation, and moderation pipe. Design SLA and implement alert log reporting system (history logs
Big Data
Data Engineering
ETL
Employed
Open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
EMBA Programs, Business Administration, Accounting, Finance and International Business.
Avatar of 張致瑋.
BI/DATA Engineer
Within one month
Chih-Wei Chang  Data Engineer | BI | Web3 • [email protected] •Aiming to forge a progressive career in business intelligence, employing my analytical and technical prowess in data engineering to effectively further business objectives. Having BI/DATA Engineer experience with different industry; substantial experience designing and executing solutions for business problems involving large scale data warehousing Design and implement data warehouse solutions for different stage of project Familiar with design, implement and maintain ETL process Abilities Programming Python SQL Dataflow Cloud Pubsub ETL MSBI Hive Airflow Tableau Docker Trinity DW Platforms AWS GCP People/Personal Project
SQL
my-sql
ETL
Full-time / Interested in working remotely
6-10 years

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Problem-Solving
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Adaptability
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More than one year
Data Scientist/ Engineer
Logo of Intomarkets.
Intomarkets
2022 ~ Present
Hamburg, Germany
Professional Background
Current status
Job Search Progress
Professions
Data Scientist, Machine Learning Engineer, AR/VR Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Digital Marketing / Data Marketing
Work experience
6-10 years
Management
I've had experience in managing 15+ people
Skills
Machine Learning
Statistical Analysis
Big Data
Descriptive/Predictive Analytics
Data Engineering
Python
SQL
PySpark
Numpy
Pandas
Scikit-learn
PyTorch
TensorFlow (Keras)
NLTK
BERT
BeautifulSoup
Selenium
AutoIT
OpenCV
Plotly
Seaborn
Matplotlib
Knowledge Graph
Docker
AWS Sagemaker
S3
Azure Studio
Blob
Power BI
Excel
NPX
Jira
Bitbucket
Git
Bash
CI/CD
Streamlit
Flask
FastAPI
Languages
English
Native or Bilingual
German
Intermediate
Job search preferences
Positions
Data Scientist
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
No
Educations
School
University of Paderborn
Major
Master of Science in Computer
Print

Nilanjan Das

Data Engineer

Experienced data engineering practitioner with prior professional experience in data analytics and data science. My technical expertise helps me to build data engineering projects pipeline at scale from idealization till production deployment.  I aspire to assign myself to a technically mid-senior role with a focus on consulting and liaising with multiple interdisciplinary teams.

  Hamburg, Germany        [email protected]   +49-1629187108

Work Experience

Data Science/ Engineer  (Amazon Ads) •  Intomarkets

April 2022 - Oct 2022

  • Responsible for dynamic data collection from Amazon Ad server, processing and storing in S3 bucket.
  • Building and maintaining ML models and project pipelines such as time series modelling (e.g. Budget Shifting)
  • Work extensively with Python, PySpark, Sklearn, TensorFlow, Plotly, Docker, Apache Airflow, ETL and Linux/ Windows os for prototyping and model building
  • Quick prototyping of MVP and exploratory analysis
  • Working knowledge with MLflow, Amazon advertising API and postman
  • Deployment with docker and CI/CD pipelines
  • CONTRIBUTION: Lead and built an in-house dynamic data collection tool with the goal to automate budget shift (Amazon DSP) and Acos optimization (PPC) thereby replacing the existing 3rd party tool.

Data Scientist/ Analyst (Intern)  •  Diebold Nixdorf GmBH, Germany

May 2018 - April 2022

  • Built a machine learning-based decision-making system that will be used by Diebold's global 500 leadership
  • Built a machine-learning-based deal size prediction model 
  • Developed 7+ Dashboards on Power BI (Win-loss analysis) and presented the analytics insights to relevant clients 
  • Researched and developed an innovative GDPR (General data protection rule) compliant recommender system, that can recommend items without using profile data
  • Worked with big data sets: 2.8 million transactions from the retail domain
  • Used Knowledge Graph embedding algorithms to make the solution completely 100% scalable for similar data sets
  • Exploratory data analysis to identify the performance bottleneck of large POS systems and optimize their performance (Best achievement: 300% processing time improvement)
  • Partially automated the data pipeline containing thousands of rows of data, which reduced manual workload 
  • Research Projects: Touchless ATM, Touchless self check out

Data Engineer  •  Tech Mahindra, India

May 2016 - August 2017

  • Developed a mobile tower location tracking application
  • Worked on the entire SDLC(requirement gathering, planning, development, testing, deployment) with 2 other team members to finish this project 

Data Engineer  •  Accenture Service Pvt Ltd, India

October 2014 - March 2016

  • Part of a 15 member team that implemented an infrastructure application used by .5 million health professionals worldwide
  • Automated periodic database refreshment which increased process efficiency and reduced manual workload

Education

2017 - 2020

University of Paderborn

Master of Science - Computer Science

Data Visualization, Intelligence in Embedded Systems, Planning & Algorithms

Thesis: A Recommender System 


2010 - 2014

West Bengal University of Technology

Bachelor of Technology in Information Technology

Data Structure & Algorithms, Object Oriented Programming & Java 

Thesis: Automated Speech Recognizer 

Skills

Concepts/ Programming


  • Data Modelling 
  • ETL Pipeline
  • Apache Kafka
  • Python

Data Bases


  • MySQL
  • Oracle DB
  • Dynamo DB (AWS)
  • PostgreSQL

Tools & Cloud


  • Jira, Git, CI/CD, Docker
  • Power BI, Excel, NPX
  • Postman, AWS Glue
  • AWS Sagemaker, S3, Lambda

Extracurricular

  • Served as Marketing Head / Vice President for Debate Society Paderborn (DSP) Jan 2019- Feb 2021
Resume
Profile

Nilanjan Das

Data Engineer

Experienced data engineering practitioner with prior professional experience in data analytics and data science. My technical expertise helps me to build data engineering projects pipeline at scale from idealization till production deployment.  I aspire to assign myself to a technically mid-senior role with a focus on consulting and liaising with multiple interdisciplinary teams.

  Hamburg, Germany        [email protected]   +49-1629187108

Work Experience

Data Science/ Engineer  (Amazon Ads) •  Intomarkets

April 2022 - Oct 2022

  • Responsible for dynamic data collection from Amazon Ad server, processing and storing in S3 bucket.
  • Building and maintaining ML models and project pipelines such as time series modelling (e.g. Budget Shifting)
  • Work extensively with Python, PySpark, Sklearn, TensorFlow, Plotly, Docker, Apache Airflow, ETL and Linux/ Windows os for prototyping and model building
  • Quick prototyping of MVP and exploratory analysis
  • Working knowledge with MLflow, Amazon advertising API and postman
  • Deployment with docker and CI/CD pipelines
  • CONTRIBUTION: Lead and built an in-house dynamic data collection tool with the goal to automate budget shift (Amazon DSP) and Acos optimization (PPC) thereby replacing the existing 3rd party tool.

Data Scientist/ Analyst (Intern)  •  Diebold Nixdorf GmBH, Germany

May 2018 - April 2022

  • Built a machine learning-based decision-making system that will be used by Diebold's global 500 leadership
  • Built a machine-learning-based deal size prediction model 
  • Developed 7+ Dashboards on Power BI (Win-loss analysis) and presented the analytics insights to relevant clients 
  • Researched and developed an innovative GDPR (General data protection rule) compliant recommender system, that can recommend items without using profile data
  • Worked with big data sets: 2.8 million transactions from the retail domain
  • Used Knowledge Graph embedding algorithms to make the solution completely 100% scalable for similar data sets
  • Exploratory data analysis to identify the performance bottleneck of large POS systems and optimize their performance (Best achievement: 300% processing time improvement)
  • Partially automated the data pipeline containing thousands of rows of data, which reduced manual workload 
  • Research Projects: Touchless ATM, Touchless self check out

Data Engineer  •  Tech Mahindra, India

May 2016 - August 2017

  • Developed a mobile tower location tracking application
  • Worked on the entire SDLC(requirement gathering, planning, development, testing, deployment) with 2 other team members to finish this project 

Data Engineer  •  Accenture Service Pvt Ltd, India

October 2014 - March 2016

  • Part of a 15 member team that implemented an infrastructure application used by .5 million health professionals worldwide
  • Automated periodic database refreshment which increased process efficiency and reduced manual workload

Education

2017 - 2020

University of Paderborn

Master of Science - Computer Science

Data Visualization, Intelligence in Embedded Systems, Planning & Algorithms

Thesis: A Recommender System 


2010 - 2014

West Bengal University of Technology

Bachelor of Technology in Information Technology

Data Structure & Algorithms, Object Oriented Programming & Java 

Thesis: Automated Speech Recognizer 

Skills

Concepts/ Programming


  • Data Modelling 
  • ETL Pipeline
  • Apache Kafka
  • Python

Data Bases


  • MySQL
  • Oracle DB
  • Dynamo DB (AWS)
  • PostgreSQL

Tools & Cloud


  • Jira, Git, CI/CD, Docker
  • Power BI, Excel, NPX
  • Postman, AWS Glue
  • AWS Sagemaker, S3, Lambda

Extracurricular

  • Served as Marketing Head / Vice President for Debate Society Paderborn (DSP) Jan 2019- Feb 2021