Who is Yi L.? Overview
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Yi L. is listed as Research Engineer at Handshake, based in Berkeley, California, United States. AeroLeads shows a matched LinkedIn profile for Yi L..
Yi L. previously worked as Machine Learning Research Engineer at Scale Ai and Undergraduate Research Assistant at Berkeley Artificial Intelligence Research. Yi L. holds Master Of Science - Ms, Electrical Engineering And Computer Science from University Of California, Berkeley.
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Email format at Handshake
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Handshake
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Profile bio
About Yi L.
A masters student at UC Berkeley studying Electrical Engineering and Computer Science (EECS), I am passionate about machine learning, artificial intelligence, and robotics.
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Yi L.'s current company
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11 roles
Yi L. work experience
A career timeline built from the work history available for this profile.
Machine Learning Research Engineer
CurrentR&D in International Public Sector, GenAI ML, CVML
Aug 2023 - Present
Undergraduate Research Assistant
Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models- Accepted at Neurips Conference 2023 & ICRA 2023SIRL: Similarity-based Implicit Representation Learning- Accepted at HRI 2023GOMP-FIT: Grasp-Optimized Motion Planning for Fast Intertial Transport- Accepted at ICRA 2022
Feb 2021 - Aug 2023
Software Intern | Optum Tech
- Created an API for extracting formatted medical table data from pdfs by finetuning a Yolo v5 computer vision model and utilizing Azure API- Finetuned BERT on the MIMIC clinical dataset for patient health classification which determined patient ICU status based on textual information
Jun 2020 - Aug 2020
Research Assistant | Computational Cognitive Neuroscience Lab
- Worked with Jimmy Xia under Professor Anne Collins on disentangled behavioral representation for reinforcement learning agents- Added custom loss to BiLSTM-based encoder for recovering parameters of Q-Learning agents- Experimented with and visualized effects of custom loss on parameter recovery as well as overall encoder-decoder action representation with maximum likelihood estimation
Feb 2020 - May 2020
Project Leader
- Led a client project for Tonal that predicts post-workout images of individuals from pre-workout images- Utilized a variety of models such as StyleGAN, U-GAT-IT, CycleGAN and InstaGAN- https://yiliu77.github.io/tonal-ai/#/
Jan 2020 - May 2020
Project Leader
- Led a team that worked on style transfer with different techniques such as cyclegans, gans, and vgg to apply different styles on Berkeley pictures
Aug 2019 - Dec 2019
Software Intern | Optum Tech
- Built a GPU-accelerated end-to-end embedding service on Kubernetes for generating word and sentence vectors with BERT and FLAIR- Placed top 2% as part of Google’s Bias in Toxicity Classification Kaggle Contest with an ensemble of XLNet, GPT2, LSTMs, and BERT large models- Pretrained and finetuned BERT and Microsoft’s seq-to-seq MASS model on wikipedia and healthcare data with multi-GPU and multi-node training on IBM’s LSF cluster
Jun 2019 - Aug 2019
Project Leader
- Led a research team on analyzing different exploration and curiosity-based techniques in reinforcement learning- Applied curiosity to AI algorithms such as PPO and PG to allow the agent to better explore the environment around it in a more efficient manner than traditional exploration
Jan 2019 - May 2019
Code Coach
Taught web development, Python programming, and Scratch to middle and elementary school students in a friendly and fun manner, seeking to inspire students to pursue STEM.
Sep 2018 - Nov 2018
Intern
Analyzed pairing smart cities with Internet of Things (IoT) technology and presented IoT solutions to solve technological problems such as traffic and floods in Houston, Texas. Shadowed Cloud DVR professionals, exploring the backend systems of Cisco.
Jun 2016 - Jul 2016
3 education records
Yi L. education
Master Of Science - Ms, Electrical Engineering And Computer Science
University Of California, Berkeley
Bachelor'S Degree, Electrical Engineering And Computer Science
University Of California, Berkeley
High School
Northview High School
FAQ
Frequently asked questions about Yi L.
Quick answers generated from the profile data available on this page.
What company does Yi L. work for?
Yi L. works for Handshake.
What is Yi L.'s role at Handshake?
Yi L. is listed as Research Engineer at Handshake.
Where is Yi L. based?
Yi L. is based in Berkeley, California, United States while working with Handshake.
What companies has Yi L. worked for?
Yi L. has worked for Handshake, Scale Ai, Berkeley Artificial Intelligence Research, Unitedhealth Group, and University Of California, Berkeley.
How can I contact Yi L.?
You can use AeroLeads to view verified contact signals for Yi L. at Handshake, including work email, phone, and LinkedIn data when available.
What schools did Yi L. attend?
Yi L. holds Master Of Science - Ms, Electrical Engineering And Computer Science from University Of California, Berkeley.
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