Chenwei Wu

Chenwei Wu Email and Phone Number

Lead Machine Learning Scientist @ EVident Battery, Inc.
Ann Arbor, MI, US
Chenwei Wu's Location
Ann Arbor, Michigan, United States, United States
Chenwei Wu's Contact Details

Chenwei Wu personal email

n/a
About Chenwei Wu

ML Lover, Powerlifter, Gamer

Chenwei Wu's Current Company Details
EVident Battery, Inc.

Evident Battery, Inc.

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Lead Machine Learning Scientist
Ann Arbor, MI, US
Chenwei Wu Work Experience Details
  • Evident Battery, Inc.
    Lead Machine Learning Scientist
    Evident Battery, Inc.
    Ann Arbor, Mi, Us
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  • Evident Battery, Inc.
    Lead Machine Learning Scientist
    Evident Battery, Inc. Nov 2023 - Present
    New Haven, Connecticut, United States
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  • University Of Michigan
    Graduate Student
    University Of Michigan Sep 2023 - Present
    Ann Arbor, Michigan, United States
    PhD in EECS, Coadvised by Dr. Liyue Shen and Dr. Zhongming Liu,Multimodal Machine Learning, AI for medicine, AI for neuroscience, Meta-Reinforcement Learning
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  • Massachusetts Institute Of Technology
    Graduate Research Assistant
    Massachusetts Institute Of Technology Sep 2022 - Present
    Collaboration with Dr. Leo Anthony Celi at the MIT Laboratory of Computational Physiology, Medical AI Fairness and Privacy, Medical Large Language Models
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  • Harvard University
    Research Assistant At Lit Lab
    Harvard University Sep 2021 - Sep 2023
    • Develop real time gaze detection (Gaze360) and facial recognition algorithms via Pytorch for Harvard Makerspace and integrate the tracking system into the Multimodal learning analytics cloud data pipeline. • Collect data of student behavior in Makerspace lab sessions by leveraging the Multimodal learning analytics pipeline, and perform analysis to understand social learning aspects like collaboration and student attention.
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  • Harvard Medical School
    Research Assistant At Rajpurkar Lab
    Harvard Medical School Nov 2021 - Feb 2023
    • Develop viewmaker networks, which are generative models with stochastic boundaries for data augmentations, via Pytorch Lightning, to adversarially auto-learn and generate augmentations on 12-lead electrocardiogram (ECG)sensor data for contrastive learning tasks, so as to reduce the rigorous trial and error by human experts.• Investigate and compare the performance of viewmaker networks to those of other previous contrastive methods, in particular whether viewmaker networks learned views that are medically sensible, and whether they are more robust to corruptions commonly observed in ECG data collection settings.
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  • University Of Rochester
    Social Cognition & Psychopathology Lab Research Assistant
    University Of Rochester Apr 2019 - Jan 2022
    Rochester, New York, United States
    • Performed sentiment and topic analysis on text behavioral data in a functional neuroimaging study to better understand the relationship between brain functional connectivity and social anhedonia. • Applied machine vision techniques including semi-supervised CNNs, optical flow and open face, on video datasets to analyze group differences in nonverbal synchrony during social interactions among people with schizophrenia and controls. • Studied patterns of combinations of facial actions to evaluate the effect of oxytocin on patients' social abilities.
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  • University Of Rochester
    University Of Rochester Medical Center Research Assistant
    University Of Rochester May 2020 - Aug 2021
    Rochester, New York, United States
    • Utilized unsupervised machine learning algorithms to cluster nursing homes based on the percentage of residents with dementia, depression, and serious mental illness, and detected previously unknown patterns of resident case-mix and staffing in nursing homes.Predicted deficiency scores of nursing homes on a longitudinal basis with supervised learning algorithms.• Developed text association and pattern mining algorithms to classify cancer therapies. Combined synthetic minority oversampling Technique (SMOTE) with supervised learning techniques to deal with unbalanced caregiver datasets and help clinicians identifypotential mental and physical health risk factors for caregivers of the elder people. Implemented Local Interpretable Model-Agnostic Explanations (LIME) to give a non-black-box explanation for ML results in a clinical setting.
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  • University Of Rochester
    Yr^2 Lab Programming Assistant
    University Of Rochester Jan 2019 - Aug 2020
    Rochester, New York, United States
    • Processed data from anagram tests among suicidal adolescents to examine level of anxiety and cognitive flexibility.• Applied text processing techniques via Python to extract patient information from electronic medical record notes of adolescentsadmitted for suicidal crises across a variety of care units at University of Rochester Medical Center.• Developed scripts in Python to consolidate inclusion/exclusion criteria data across multiple reviewers for a set of 1700 empiricalarticles examining self-injury and suicidal thoughts and behaviors among gender minority adolescents.
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  • University Of Rochester
    Csc240 Teaching Assistant
    University Of Rochester Jan 2019 - May 2019
    - Assist teaching in an upper-level data science course, Data Mining - Grade homework, exams, and projects (implement Apriori and FP-growth tree algorithm, Advanced Regression Techniques, Classification) and hold weekly office hours
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  • University Of Rochester
    Active Perception Lab Research Assistant
    University Of Rochester Aug 2018 - Dec 2018
    • Develop the optical components of a digital eye tracker and implement experiments to test the influence of eye movement on vision.• Perform data mining on eye movement data and develop a software for data acquisition and processing.
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  • Credit Suisse
    Analyst
    Credit Suisse Jul 2020 - Jun 2021
    New York City Metropolitan Area
    Served as developer & business analyst for Investment Banking Division, building Airflow automated data ETL pipelines and constructing a centralized Azure cloud data platform for bonds and credit default swaps.
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  • University Of Rochester Clinical And Translational Science Institute (Ur Ctsi)
    President Of Rochester Data Science Society
    University Of Rochester Clinical And Translational Science Institute (Ur Ctsi) Oct 2018 - Aug 2020
    • Form a Data Science Colloquia Series, which will involve inviting renowned speakers from varying fields of data science to disseminate modern topics and methods.• Provide Data Science major students with internship and research opportunities by cooperating with faculty and utilizing alumni resources in the industry.
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  • Credit Suisse
    Summer Technology Analyst
    Credit Suisse Jun 2019 - Aug 2019
    New York City
    • Served as project manager for the PoC of a firm-wide chat platform that leverages NLP to assist sales & trading team to a competitive edge. • Collected big data streams and performed deep learning time series predictions on stock trends.
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  • Strategy& (Part Of The Pwc Network)
    Winter Intern
    Strategy& (Part Of The Pwc Network) Dec 2018 - Mar 2019
    Shanghai, China
    • Organized surveys on Beijing’s business and investing environment and performed data preprocessing for the survey to provide theGovernment with a better view of the Beijing market and help policy making.
  • University Of Rochester
    Eco 268 Teaching Assistant
    University Of Rochester Sep 2018 - Dec 2018
    • Assisted teaching for an upper-level economics course, Economics of Globalization • Held office hour every week answering inquiries and explaining economics concepts to students
  • University Of Rochester Medical Center
    Undergraduate Researcher
    University Of Rochester Medical Center Aug 2018 - Dec 2018
    Computing with The Community Program• Provided STEM education via hardware and video game creation among urban youth seeking a high school equivalency diploma.• Developed an Android App local data to reduce risks associated with alcohol use in social settings.
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  • The Commonwealth Of Massachusetts Operational Services Division (Osd)
    Data Analyst Intern
    The Commonwealth Of Massachusetts Operational Services Division (Osd) Jun 2018 - Aug 2018
    Boston, Ma
    • Analyzed certification and accounting data via R and Excel VBA to identify opportunities and make strategies for the recruitment, engagement, and retention of minorities, women, LGBTQ, physically disadvantaged and veteran vendors. Actively attended off-line events and make calls to promote the government help programs and re-establish connections with disadvantaged vendors. • Utilized BI reporting tool (Sugar) for data gathering, analysis and visualization; Researched and utilized queries via MSAccess to quantify relevant data within the Commonwealth’s Data Warehouse.
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  • Changzhou Government'S Vehicle Maintenance Department
    Assistant Data Analyst Intern
    Changzhou Government'S Vehicle Maintenance Department Jun 2017 - Jul 2017
    • Developed a new car seat that automatically adjusts positions and alarms under potentially dangerous driving conditions.• Cleaned data collected from sensors and mined patterns of seating preference, body temperature and movement from the data tocreate personalized user experience.
  • Changzhou Institute Of Technology
    Research Assistant
    Changzhou Institute Of Technology Jan 2017 - Feb 2017
    •Coded an AI for a robotic arm that could play table tennis and won first prize in the 4th Omron Sysmac Design Competition.
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  • Industrial And Commercial Bank Of China
    Reception Manager Intern
    Industrial And Commercial Bank Of China Jul 2016 - Aug 2016
    China
    • Learned ICBC’s personal and corporate banking products and services such as “Link Express” series security products and WeChatBanking services.• Responded to inquiries, assessed customer needs, and provided suggestions on bank services and products accordingly.
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Chenwei Wu Skills

Java Javascript Microsoft Office R Python Stata Matlab Microsoft Powerpoint Mysql Microsoft Excel

Chenwei Wu Education Details

Frequently Asked Questions about Chenwei Wu

What company does Chenwei Wu work for?

Chenwei Wu works for Evident Battery, Inc.

What is Chenwei Wu's role at the current company?

Chenwei Wu's current role is Lead Machine Learning Scientist.

What is Chenwei Wu's email address?

Chenwei Wu's email address is ch****@****ter.edu

What schools did Chenwei Wu attend?

Chenwei Wu attended University Of Michigan, Harvard University, University Of Rochester.

What skills is Chenwei Wu known for?

Chenwei Wu has skills like Java, Javascript, Microsoft Office, R, Python, Stata, Matlab, Microsoft Powerpoint, Mysql, Microsoft Excel.

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