Joshua Chang Email and Phone Number
Joshua Chang work email
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Joshua Chang personal email
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.
Ford Motor Company
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Data ScientistFord Motor Company Jul 2023 - PresentDearborn, 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 -
Data Science Research AssociateUniversity Of Michigan Jan 2023 - May 2023Ann 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 -
Graduate Research AssistantUniversity Of Michigan Jan 2022 - Jan 2023Ann 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 -
Data Science InternTsmc Jul 2022 - Sep 2022Hsinchu, 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 -
Digital Media InternRoc Army (Taiwan) Feb 2021 - Jun 2021Taoyuan, 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. -
PrivateRoc Army (Taiwan) Feb 2021 - Jun 2021Taoyuan, Us5nd Battalion, 2nd Company, 127th Brigade, ROC Tenth Army Command• Trained as a qualified rifleman, grenadier, and military police soldier. -
Digital Marketing InternDct 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
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Campus AmbassadorNike Apr 2018 - Sep 2020Beaverton, 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 -
Marketing InternActive Intelligence Oct 2019 - Feb 2020Hong 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
Joshua Chang Education Details
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University Of MichiganData Science -
National Chengchi UniversityEconomics
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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