Linh Vu

Experience

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  CME (Caesarea Medical Electronics Ltd.)

  Jun 2019 - Jul 2019

  Data Analyst Intern

  Performed Data Cleaning, Visualization, and Analysis of over 500K rows of data using pandas, numpy, scikit-learn.Applied Linear Regression to predict future absence hours of employees, achieved the accuracy of 70%.Worked in a team of 3 Data Science students to clean and analyze data from the Human Resources department.

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  VinBigdata

  Nov 2020 - Nov 2021

  Technical Specialist

  Implement Contrastive Learning model to apply for multi-omics data.Ultilizing NT-Xent loss to improve features extraction of the model from ~85% to 91% accuracy in classification and achieved the p-value of 0.001 in Kmeans clustering.

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  Discovery Partners Institute

  Jan 2022 - May 2022

  DPI Resarch Scholar

  Extracted features performed features extraction from waveforms files, and performed similarity measurement among waveforms files using various methods, performed A/B testing between algorithm measure and human measure.Performed literature reviews and weekly meetings to collaborate on the work.Created new metrics to measure accuracy of music transcription, including note accuracy, dynamic, time, articulation.

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  University of Illinois Chicago

  Jan 2022 - now

  Teaching Assistant for Introduction to Machine Learning and Algorithm I, assisted over 50 students with homeworks, exams.Hold weekly Office Hours to answer questions for students on Machine Learning and Algorithms.Actively participate on Piazza to assist students with concepts, homeworks, and learning materials.Grade over 60 students’ homeworks weekly.

  • Research Assistant

    Jun 2022 - now

  • Teaching Assistant

    Jan 2022 - now
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  UIC College of Pharmacy

  Jun 2022 - Sept 2022

  IT Specialist

  Support over 50 faculties, staff and students of UIC College of Pharmacy with hardware and software.Answer ticket requests on TeamDynamix, ensuring clients can get the fast response and efficient service.Troubleshoot errors on software and hardware on Windows, MacOS, Ubuntu, and Linux.