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Belle Shen Email & Phone Number

Freelance Data Scientist at freelance
Location: Los Angeles Metropolitan Area, United States, United States 6 work roles 3 schools
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Current company
Role
Freelance Data Scientist
Location
Los Angeles Metropolitan Area, United States, United States
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Who is Belle Shen? Overview

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Belle Shen is listed as Freelance Data Scientist at freelance, a company with 2349 employees, based in Los Angeles Metropolitan Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Belle Shen.

Belle Shen previously worked as Data Science Instructor at Learningfuze and Data Scientist/Project Impactor at Rmds Lab. Belle Shen holds Advanced Data Science Full Immersive Program, Data Science from Learningfuze.

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freelance

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Profile bio

About Belle Shen

“The nitrogen in our DNA, the calcium in our teeth, the iron in our blood, the carbon in our apple pies were made in the interiors of collapsing stars. We are made of starstuff.” – Dr. Carl Sagan Hi, I’m Belle. I have a master’s degree in astrophysics with an undergrad background in physics.Science has always been my lifetime passion, especially astronomy/astrophysics/space.During my astrophysics studies, I focused on star formation and stellar evolution, so I chose to study the rotational speeds of classical Be stars by analyzing their high-resolution echelle spectroscopy together with IDL programming.After graduation I spent a few years as a project manager in the semiconductor industry. My maintask was handling NPI (new product phase in) projects for mass production bringup. Thus, I’m verywell experienced in cross-disciplinary coordination between Quality Control, Manufacturing,Engineering and Logistics departments. Day-to-day responsibilities also included customer audit,yield improvement and failure mode analysis.Due to my data analysis experiences in work and graduate school, I joined a data science fullimmersion program at LearningFuze in preparation of pursuing a career outside of manufacturing. I’m proud to say my skillsets now include supervised (regression, classification) & unsupervised (KMeans, PCA) learning, deep learning (neural network, transferred learning, CNN models), image recognition, recommendation system, natural language processing with Python libraries (Pandas, Sci-kit Learn, NumPy, SciPy, Matplotlib, XGBoost, SQL, Keras, PySpark, etc.)In my free time, I like to go hiking, explore cooking/baking recipes and read sci-fi & fantasy novels!My GitHub: https://github.com/bellepmshenMy Personal Website: https://bellepmshen.github.io/My Medium Blog: https://medium.com/@bellepeiminshen

Listed skills include Data Analysis, Project Coordination, Project Management, Statistics, and 14 others.

Current workplace

Belle Shen's current company

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freelance
Freelance
Freelance Data Scientist
belgium
Website
Employees
2349
AeroLeads page
6 roles · 14 years

Belle Shen work experience

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Freelance Data Scientist

Current

Santa Ana, California, United States

  • Developed Python a script for web scraping IRS tax form
  • Designed Python codes to established structured data from different sources
  • Built a Python pipeline to ask ChatGPT to translate PDF files into different language via API calls
Nov 2022 - Present

Data Science Instructor

Irvine, California, United States

Data Scientist/Project Impactor

Pasadena, California, United States

- Automated Python script to generate dashboard for monitoring KPI metrics (ex: click through rate (CTOR), unique click/open rate, etc.) with Python Pandas and Matplotlib libraries from Sendgrid API call- Retrieved data by writing MySQL query and analyzed data from Amplitude platform with Panadas to establish funnel graphs for validating the effectiveness.

Aug 2022 - Jan 2023

Project Manager

Changhua County, Taiwan

  • Liaised between customer and internal BU (Business Unit), coordinated interdisciplinary teams to meet requests
  • Designed and developed new technology through to mass production and defined process flow and QC method
Sep 2017 - Feb 2019

Product Engineer

Kaohsiung City, Taiwan

  • WLCSP Bumping Division
  • Drove interdisciplinary teams to define the best known recipe through DoE (Design of Experiments) & defined SPEC thus successfully improved yield from 90% to 99.5% for mass production
  • Established failure mode analysis and FMEA (Failure Mode & Effects Analysis) documentation through 8D (Eight Disciplines of Problem Solving) & QC 7 tools (Quality Control 7 tools)
  • Coordinated between quality control, manufacturing, engineering and logistics departments to facilitate the audit process and conducted internal pre-audits and 100% customer audit success rate
Nov 2014 - Apr 2017

Graduate Student Of Infrared Astronomy Lab

  • Analyzed echelle spectroscopy of classical Be stars with IR excess by IDL programming
  • Analyzed stellar absorption line profiles and calculated stellar rotational speeds by measuring FWHM of the spectral line profile from Gaussian fitting and verified successfully the results of Yudin (2001) *
  • Principal investigator (PI) of successful proposals for telescope observation time at LOT (Taiwan) & TNT (Thailand) *Yudin, R. V. 2001, A&A, 368, 912
2012 - 2014 ~2 yrs
Team & coworkers

Colleagues at freelance

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3 education records

Belle Shen education

Advanced Data Science Full Immersive Program, Data Science

Data Science Full Immersion Program - Over 80 hours per week of full-immersed data science/machine learning/deep learning/AI/coding.

Master Of Science (M.S.), Astronomy And Astrophysics

Master Thesis: Measuring the Rotational Speed of Classical Be Stars with IR Excess

Bachelor Of Science (B.S.), Physics

Activities and Societies: - President of Changhua Alumni Association of Tamkang University - Executive Secretary of Inter-Club Alumni.

FAQ

Frequently asked questions about Belle Shen

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What company does Belle Shen work for?

Belle Shen works for freelance.

What is Belle Shen's role at freelance?

Belle Shen is listed as Freelance Data Scientist at freelance.

Where is Belle Shen based?

Belle Shen is based in Los Angeles Metropolitan Area, United States, United States while working with freelance.

What companies has Belle Shen worked for?

Belle Shen has worked for Freelance, Learningfuze, Rmds Lab, Pou Chen Group, and Ase Group Global.

Who are Belle Shen's colleagues at freelance?

Belle Shen's colleagues at freelance include Aldiouma Ndao, Ayah Ojak, Abd El-Rahman Yehia, Daria Ivanova, and Rais Hamidi.

How can I contact Belle Shen?

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What schools did Belle Shen attend?

Belle Shen holds Advanced Data Science Full Immersive Program, Data Science from Learningfuze.

What skills is Belle Shen known for?

Belle Shen is listed with skills including Data Analysis, Project Coordination, Project Management, Statistics, Customer Service, Microsoft Office, Engineering, and Statistical Data Analysis.

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