Samuel Chang Email & Phone Number
Who is Samuel Chang? Overview
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Samuel Chang is listed as System AI Engineer at Nothing, a with 24525 employees, based in New Taipei City, Taiwan, Province of China. AeroLeads shows a matched LinkedIn profile for Samuel Chang.
Samuel Chang previously worked as Machine Learning Engineer at Viewtech. Samuel Chang holds Master Of Science - Ms, Department Of Information Management from National Kaohsiung University Of Science And Technology.
Email format at Nothing
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About Samuel Chang
Self-driven software engineer with 1 year of experience, dedicated to developing ML applications with domain knowledge and continuous learning. Proactively communicates and clarifies differences to achieve consensus, and willingly takes on tasks beyond the usual scope. Thrives on solving complex problems with creative thinking and an automation-first mindset. Skilled in collecting and integrating data from various sources to identify trends, correlations, or causal relationships. Passionate about integrating machine learning into business processes, automating ML workflows, and multimodal AI.
Samuel Chang's current company
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Samuel Chang work experience
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Machine Learning Engineer
AI body measurement software delivering data-driven sizing solutions for uniform manufacturers, focused on in-home cloth size selection to reduce on-site fitting time, while offering AI-driven body measurements through computer vision analysis.- Led development of an AI-driven clothing size recommendation system, implementing a RAG model with LanceDB and LLaMA3 to match similar body types, reducing customer selection time and improving shopping experience.- Built a distributed body measurement model for costumer using YOLOv8 and ensemble learning, delivering precise clothing size predictions based on customers' body shapes.- Conducted clothing statistical analysis with data collection using scikit-learn and Selenium, employing k-means clustering and Pearson correlation to derive insights on similarities between manufacturers' garment sizes.- Optimized ML training processes by implementing a standardized Docker environment on AWS EC2, resulting in a 4x increase in weekly training frequency.- Developed and implemented a scalable backend API system using Kubernetes on AWS EKS, enhancing frontend app performance and ensuring robust service reliability.- Designed and defined requirements for a real-time body measurement application, creating a PoC app using React Native and TFJS combined with our backend to validate the size recommendation system.
Samuel Chang education
Master Of Science - Ms, Department Of Information Management
Bachelor Of Science - Bs, Department Of Information Management
Frequently asked questions about Samuel Chang
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What company does Samuel Chang work for?
Samuel Chang works for Nothing.
What is Samuel Chang's role at Nothing?
Samuel Chang is listed as System AI Engineer at Nothing.
Where is Samuel Chang based?
Samuel Chang is based in New Taipei City, Taiwan, Province of China while working with Nothing.
What companies has Samuel Chang worked for?
Samuel Chang has worked for Nothing and Viewtech.
How can I contact Samuel Chang?
You can use AeroLeads to view verified contact signals for Samuel Chang at Nothing, including work email, phone, and LinkedIn data when available.
What schools did Samuel Chang attend?
Samuel Chang holds Master Of Science - Ms, Department Of Information Management from National Kaohsiung University Of Science And Technology.
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