Joshua Chang

Joshua Chang Email and Phone Number

Data Scientist @ Ford Motor Company | MS in Data Science @ UMich | Endurance Enthusiast @ Ford Motor Company
Joshua Chang's Location
Ann Arbor, Michigan, United States, United States
Joshua Chang's Contact Details

Joshua Chang work email

Joshua Chang personal email

n/a
About Joshua Chang

I am a dedicated Data Scientist at Ford Motor Company, utilizing my expertise in data analysis, data engineering, and machine learning to tackle complex challenges and drive innovative solutions. Proficient in working with expansive datasets from diverse sources, I leverage GCP, Python, SQL, Qlik Sense, and Alteryx for tasks spanning data extraction, transformation, loading, visualization, and modeling. My collaborative approach with cross-functional teams ensures the delivery of data-driven insights and recommendations that align with the company's overarching goals.I hold a Master of Science in Data Science from the University of Michigan, where I dedicated myself to the MiPACE study, a collaboration with Apple. Notable achievements include developing a VO2max calculation algorithm that reduced workflow run time by 80% and crafting machine learning models that outperformed existing benchmarks by 4%. Playing a pivotal role in leveraging Apple Watch data for exercise monitoring, I am passionate about applying data science to real-world issues. Drawing from diverse perspectives in my academic, professional, and athletic backgrounds, I aim to foster innovation and positive impact.

Joshua Chang's Current Company Details
Ford Motor Company

Ford Motor Company

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Data Scientist @ Ford Motor Company | MS in Data Science @ UMich | Endurance Enthusiast
Joshua Chang Work Experience Details
  • Ford Motor Company
    Data Scientist
    Ford Motor Company Jul 2023 - Present
    Dearborn, Michigan, Us
    · Developed the Rail Container Forecasting Dashboard to project future rail shipments, estimating potential savings of $2.2M · Designed a Premium Freight Prediction model using time series forecasting and causal inference testing· Managed various customs dashboards, including the U.S. Customs Duty Drawback dashboard, saving Ford approximately $7.4M annually
  • University Of Michigan
    Data Science Research Associate
    University Of Michigan Jan 2023 - May 2023
    Ann Arbor, Michigan, Us
    · Setup an ETL pipeline using SQL, Python, Pandas to process exercise data for 200+ study participants, loaded over 1 million rows of data into the SQLite database
  • University Of Michigan
    Graduate Research Assistant
    University Of Michigan Jan 2022 - Jan 2023
    Ann Arbor, Michigan, Us
    · Developed a VO2max calculation algorithm that cuts down workflow run time by over 80% and built machine learning models (XGBoost, Support Vector Regressor, etc) to predict the VO2max of each athlete, outperforming Garmin's model by 4%· Assist the MiPACE study collaborated with Apple, using data from the AppleWatch to better understand how people can use wearable devices to monitor exercise and performance· Analyze and profile available, reliable, and relevant running performance metrics, clean, prepare and verify the integrity of data for further analysis
  • Tsmc
    Data Science Intern
    Tsmc Jul 2022 - Sep 2022
    Hsinchu, Taiwan, Tw
    · Built an automatic object detection and temperature anomaly model to promote workflow automation and prevent machinery malfunctions in fabs, reducing workflow run time by 91%· Adapted the YOLOv4 model for object detection with 85% mAP (mean Average Precision) and utilized OCR (Optical Character Recognition) for converging images into text data
  • Roc Army (Taiwan)
    Digital Media Intern
    Roc Army (Taiwan) Feb 2021 - Jun 2021
    Taoyuan, Us
    • Selected as a Digital Media Intern among 200+ enlisted personnel to plan and organize social events.• Collaborated with a 13-person team to make a micro movie to document the daily life of the troop, resulting in placing second in the 55th ROC Army Micro Film Awards with 1000+ Youtube views online.
  • Roc Army (Taiwan)
    Private
    Roc Army (Taiwan) Feb 2021 - Jun 2021
    Taoyuan, Us
    5nd Battalion, 2nd Company, 127th Brigade, ROC Tenth Army Command• Trained as a qualified rifleman, grenadier, and military police soldier.
  • Dct Design 拾間設計
    Digital Marketing Intern
    Dct Design 拾間設計 Oct 2020 - Mar 2021
    · Conducted market research and competitor analysis, proposed SEO strategy; increased organic traffic by 20%· Identified customer insights from Facebook Ads and Google Trends to optimize video creations, resulting in a 45% increase in video view-through rate on Facebook over two months
  • Nike
    Campus Ambassador
    Nike Apr 2018 - Sep 2020
    Beaverton, Or, Us
    · Promoted Nike products by organizing on- and off-campus campaigns· Initiated the “Go More Get More Challenge 2019” marketing campaign; reached over 1,500 participants on campus
  • Active Intelligence
    Marketing Intern
    Active Intelligence Oct 2019 - Feb 2020
    Hong Kong , Hk
    · Initiated the YOLO Project, a cycling around Taiwan campaign, which increased average monthly sales by 13% · Utilized a dataset of customer information to build an SEO strategy; reached 1,300+ audiences· Utilized a dataset of customer information to build an SEO strategy; reached 1,300+ audiences

Joshua Chang Skills

Pandas Sports Biomechanics Data Warehousing Data Science R (Programming Language Data Analysis Load Data Analytics Biomechanics Tableau Sas Statistical Data Analysis Hadoop C (Programming Language Pyspark Apache Spark Microsoft Excel C++ Computer Vision Extract Final Cut Pro Sql Python Rstudio Optimization Research Machine Learning Search Engine Optimization Transform Data Visualization Mapreduce

Joshua Chang Education Details

  • University Of Michigan
    University Of Michigan
    Data Science
  • National Chengchi University
    National Chengchi University
    Economics

Frequently Asked Questions about Joshua Chang

What company does Joshua Chang work for?

Joshua Chang works for Ford Motor Company

What is Joshua Chang's role at the current company?

Joshua Chang's current role is Data Scientist @ Ford Motor Company | MS in Data Science @ UMich | Endurance Enthusiast.

What is Joshua Chang's email address?

Joshua Chang's email address is jo****@****ich.edu

What schools did Joshua Chang attend?

Joshua Chang attended University Of Michigan, National Chengchi University.

What skills is Joshua Chang known for?

Joshua Chang has skills like Pandas, Sports Biomechanics, Data Warehousing, Data Science, R (Programming Language, Data Analysis, Load, Data Analytics, Biomechanics, Tableau, Sas, Statistical Data Analysis.

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