Ray Lyu
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Ray Lyu Email & Phone Number

Data Analytics and Machine Learning Researcher for Alloy Design at Materials Science & Engineering - McMaster University
Location: Hamilton, Ontario, Canada 15 work roles 1 school
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Role
Data Analytics and Machine Learning Researcher for Alloy Design
Location
Hamilton, Ontario, Canada
Company size

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Ray Lyu is listed as Data Analytics and Machine Learning Researcher for Alloy Design at Materials Science & Engineering - McMaster University, a company with 13153 employees, based in Hamilton, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Ray Lyu.

Ray Lyu previously worked as Scientific Research & Experimental Development (SRED) Advisor at Kpmg Canada and Event Coordinator at Macser. Ray Lyu holds Bachelor'S Degree, Bioengineering And Biomedical Engineering, 10/12 Gpa from Mcmaster University.

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Materials Science & Engineering - McMaster University

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About Ray Lyu

As a Bachelor of Engineering student majoring in Material Engineering and Biomedical Engineering at McMaster University, I am passionate about material testing, data analysis, metallurgy, and manufacturing. I am expected to graduate in September 2023 with a solid academic foundation and a strong interest in research and innovation.Currently, I am working as an Advanced Manufacturing Data Analyst and Processor at McMaster Manufacturing Research Institute, where I have streamlined data processing, analysis, and visualization using automation tools such as Python, Julia, MATLAB, and PowerBI. I have also optimized data storage and dashboard connectivity by architecting PostgreSQL and MongoDB structure, and boosted maintenance efficiency by using machine learning and artificial intelligence models to forecast health status based on historical data. In addition, I have cultivated robust relationship-building, communication, and teamwork skills by collaborating with the industrial partner and engaging in CNC training and assessment protocols. Previously, I have also contributed to engineering research events as an Event Coordinator at MacSER, and developed a full-stack web application for a research calculation database as a Full-stack Developer/Research Assistant at National Research Council Canada. I am always eager to learn new skills and technologies, and to apply them to real-world problems and challenges. I have also developed a keen appreciation for art and beauty, which inspires me to be creative and optimistic in my personal and professional endeavors. I am actively looking for a Winter Coop opportunity where I can leverage my data analysis and processing expertise, and further enhance my engineering and research capabilities.

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Materials Science & Engineering - McMaster University
Materials Science & Engineering - Mcmaster University
Data Analytics and Machine Learning Researcher for Alloy Design
Hamilton, ON, CA
Website
Employees
13153
AeroLeads page
15 roles

Ray Lyu work experience

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Data Analytics And Machine Learning Researcher For Alloy Design

Current

Data Collection & Preprocessing: Gathered and processed raw data from scientific literature, conducting thorough literature reviews to clean, standardize, and prepare the data for analysis.Data Pipeline Development: Designed and implemented an efficient data pipeline to store, manage, and track data, ensuring proper source control and traceability.

May 2023 - Present

Scientific Research & Experimental Development (Sred) Advisor

Vaughan, Ontario, Canada

  • Conducted in-depth interviews with clients in software development and manufacturing to assess advanced R&D activities, enhancing communication skills through detailed evaluations and client interactions
  • Orchestrate complex technical data from interviews into clear, comprehensive reports, ensuring precise note of clients' R&D efforts and leveraging strong analytical skills for accurate articulation of technical documents
  • Developed strong prompt engineering skills by applying… Show more
  • Developed strong prompt engineering skills by applying Generative AI in daily work tasks and projects Show less
Jan 2024 - Aug 2024

Event Coordinator

Macser
  • Contributed to Engineering research events such as the Summer Research Poster Competition
  • Cultivated adept communication, relationship-building, and mentoring abilities by guiding and tutoring students and fostering connections with professors
May 2023 - May 2024

Advanced Manufacturing Data Analyst And Processor

Hamilton, Ontario, Canada

  • Streamlined data processing, analysis, and visualization utilizing automation in Python, Julia, MATLAB, and PowerBI
  • Optimized data storage and dashboard connectivity by architecting PostgreSQL and MongoDB structure
  • Boosted maintenance efficiency by using ML and AI models to forecast health status based on historical data
  • Cultivated robust relationship-building, communication, and teamwork proficiencies by daily job responsibilities
  • Assisted and Collaborated on the DAQ… Show more
  • Assisted and Collaborated on the DAQ process with the industrial partner
Mar 2023 - Dec 2023

Full-Stack Developer/Research Assistant

  • Proficiently administered a research calculation database utilizing Linux and PostgreSQL Database
  • Enhanced user satisfaction by creating a UI using ReactJS and improved result query experience (UI & UX)
  • Orchestrated the backend for the UI employing Python FAST API/Django (Rest API) and relevant libraries
Apr 2022 - Feb 2023

Pharmaceutical Manufacturing Data Processor, Validation Dept

Etobicoke, Ontario, Canada

  • Follow Good Manufacturing Practice (GMP) in the pharmaceutical manufacturing environment
  • Designed productivity tools using Hive database and python script to simplify manufacturing documentation system, increase work efficiency to push the digitization & automation process (UI & UX, Windows App)
  • Developed, presented and made recommendation to the entire department on a proposal for an innovative workplace environment to encourage collaboration through continuous learning
  • … Show more
  • Developed strong work ethic, interpersonal, communication and presentation skills by consulting on project with higher level manager and provide workload support to team members
  • Gained technical software experience by utilizing Acrobat DC/LIMS/PACE in daily work routine Show less
Sep 2021 - Aug 2022

Material Science Engineering Society Co-Op Avp

  • Optimized the equipment resources usage through the development and publication of Android/IOS App
  • Organized roles and dedicated tasks for a team of 3 and gained leadership and supervision skills
  • Nurtured adept consultation and planning abilities by fostering relationships with new clients
Sep 2021 - Apr 2022

Self-Starter/Ui & App Developer/ Rammays Team Leader

Hamilton, Ontario, Canada

  • Designed phone App for MSE department in order to the training resources more accessible
  • Trained new team member and communicated with potential customers using excellent interpersonal skills
  • Organized roles and tasks for the three people team and gained leadership and self-management skills
  • Familiar with SOPs for UTM, Rockwell, micro/Macro hardness tester and metallurgical analysis
Apr 2021 - Sep 2021

Teaching Assistant

  • Trained on tutoring skills and communication skills through holding online Q & A session
  • Enhanced critical thinking skills through marking and providing detailed feedback to 300+ lab reports
  • Take initiative on tutoring engineering report writing
Sep 2020 - Apr 2021

Research Assistant (Data Analysis & Machine Learning)

Hamilton, Ontario, Canada

  • Examined EELS spectrometer data to discover patterns; gained strong data analysis and data processing skills
  • Enhanced problem-solving skills by constructing neural network to predict temperature data
  • Co-authored “Imaging Strongly Coupled Plasmon–Phonon Modes in Mid-Infrared Double Antennas” paper
Feb 2020 - Aug 2020

Volunteer

Hamilton

  • Teaching more than 100+ primary school students about some basic science fact
  • Cultivate their interest in science research
  • Help them with simple handwork: e.g Catapult
  • Expand their horizon and help them to make friends with each other
Jan 2019 - Feb 2020

Class Supervisor

Path Iets

Jinhua, Zhejiang, China

  • Manage the order and dicsipline for 35+ students helps them to finsih their work in time
  • Provide efficient reading skills and spoken English training
  • Manage the connection between students teachers and parents
Jul 2019 - Aug 2019

Class Manager

Path Iets

Jinhua, Zhejiang, China

  • Worked in summer for both 2018 and 2019
  • Help 10+ students with written and spoken English
  • Organize 20+ students' work and study plan
  • Supervise their work and give them some learning advice
  • Give them some career advice
Jul 2018 - Jul 2019

Elementary Educator

Xinxin Education

Jinhua, Zhejiang, China

  • Prepare two students for junior high school, train their skills to think critically
  • Cultivate their Basic math skills.
  • Help them prepare for the entrance test and get a good grade.
  • Help then to cultivate better learning skills.
Jul 2018 - Aug 2018
1 education record

Ray Lyu education

FAQ

Frequently asked questions about Ray Lyu

Quick answers generated from the profile data available on this page.

What company does Ray Lyu work for?

Ray Lyu works for Materials Science & Engineering - McMaster University.

What is Ray Lyu's role at Materials Science & Engineering - McMaster University?

Ray Lyu is listed as Data Analytics and Machine Learning Researcher for Alloy Design at Materials Science & Engineering - McMaster University.

Where is Ray Lyu based?

Ray Lyu is based in Hamilton, Ontario, Canada while working with Materials Science & Engineering - McMaster University.

What companies has Ray Lyu worked for?

Ray Lyu has worked for Materials Science & Engineering - Mcmaster University, Kpmg Canada, Macser, Mcmaster Manufacturing Research Institute, and National Research Council Canada / Conseil National De Recherches Canada.

How can I contact Ray Lyu?

You can use AeroLeads to view verified contact signals for Ray Lyu at Materials Science & Engineering - McMaster University, including work email, phone, and LinkedIn data when available.

What schools did Ray Lyu attend?

Ray Lyu holds Bachelor'S Degree, Bioengineering And Biomedical Engineering, 10/12 Gpa from Mcmaster University.

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