Hello! I am
Maxwell Lee.
software engineer studying computer science at UC Berkeley.
view my resume.
experience
RISE Lab (2020)
Amazon (2020)
NLP Logix (2019)
RevScripter (2019)
Undergraduate Research Assistant
October 2020 - Present
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- Implemented and performed experiments on a novel algorithm for federated learning (distributed deep learning) using the tensorflow-federated framework
Software Development Engineering Intern (Amazon Web Services)
June 2020 - August 2020
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- Developed new operations in AWS network device access API service to monitor state and health of the service
- Created interface to retrieve network device access API state impacting both AWS and Amazon.com services
- Levied multiple AWS services (DynamoDB, Elasticsearch, Lambda, Redis) to allow for broad queries on network device operations without impacting latency of the API service
Software Engineer/Data Science Intern
June 2019 - August 2019
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- Created and integrated multiple new features (auto-candidate loading, resume parsing) into the Matchpoint (AI Powered Recruiting) infrastructure, thus expanding its end to end capabilities. Leveraged Bullhorn API to asynchronously parse and upload candidate information.
- Developed an interactive front-end Dash customer analytics dashboard used for viewing debt collection scoring results, payment drivers, and monthly performance.
Research Assistant
January 2020 - June 2019
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- Developed software to automate code generation for Bayesian phylogenetic inference research
- Created a web application using React and Flask which takes in Monte-Carlo Markov-Chain model parameters and generates code to run analysis in RevBayes, a novel interpreted programming language
projects
Dataless Network Distillation
October 2020 - Present
project information
- Trained a child network to generate the same outputs as a parent neural network, without any data
- Using adversarial approach to generate high entropy and low conditional entropy outputs, and discriminate outputs between the child and parent network
Spotify Instrument Separator
September 2020 - Present
project information
- Created pipeline to separate instruments in a given song. Compared different methods including ICA, ConvNets on waveform, matrix-factorization.
Bear Maps
April 2019
project information
- Implemented map rastering, routing with A*, and Trie-based autocomplete search in a Google Maps clone
Hey there! Call me Max.
I am a current junior at UC Berkeley, where I study computer science. I really love computer science! It is so interesting to me because it is so interesting to me! Some of my other interests include rock climbing, hiking, snowboarding, and playing video games!
I'm always looking for new challenges and projects. Reach me at ✉️ maxdae.lee@gmail.com!
Me in a field (2019)
Me on a rock (2019)
Me with my dog (2020)
Me on another rock (2019)