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Jason Ding

Loves brain teasers, coding, and math

University of California, Berkeley
Majors: Electrical Engineering & Computer Science + Business Administration (M.E.T. Program)
Expected Graduation: May 2024
Github LinkedIn jasonding@berkeley.edu

Projects


Origin

Februrary 2023 - May 2023
  • Co-founded the development of a full-stack platform by utilizing LLMs and NLP to curate context-aware personalized browser workspaces and received a seven-figure evaluation from PearVC.
  • Incorporated concepts such as semantic search, recommendation algorithms, fine-tuned ChatBots, and clustering.
    Link to the Origin GitHub

Ephemeral

Februrary 2024 - March 2024
  • Developed an autonomous AI agent with the modality of voice to proactively carry out repetitive actions for the user during meetings in real time such as by being a real-time AI assistant in meetings, drafting emails directly in your Google inbox, scheduling calendar events and invite attendees, searching knowledge corpuses or the web for answers to questions, image generation, and more.
  • Applied concepts such as speech-to-text/text-to-speech, audio processing, supervised classification, RAGs, few-shot learning, multi-threading, and data augmentation.
    Link to the Ephemeral GitHub

BiteBuddy

October 2023 - November 2023
  • Created a full-stack platform by utilizing machine learning to build all-in-one meal planner and personal CRM to 1) figure out what to do for every meal and 2) maintain personal relationships.
  • Utilized concepts such as spectral clustering, RAGs, recommendation systems, and graph ML.
    Link to the BiteBuddy Devpost

Online Interlingua Translator

May 2020 - Janurary 2023
  • The first free, online, public, and open source Interlingua and English translator
  • Provides a user-interface similar to that of other online translators, such as Google Translate
  • This translator has been used by over 1,000 people
    Link to the Interlingua-English Translator

Blackjack in Java

November 2021 - December 2021
  • Designed a command-line implementation and GUI of standard BlackJack in Java; focused on design patterns.
  • Implemented model-view-controller and observer design patterns.
    Link to the Blackjack Github Repository

Google Colab Source Code for the Interlingua Translator

May 2020 - Present
  • The source code to the Interlingua-English translation model
  • Scored a BLEU score of 42.45 going from English to Interlingua and a 42.54 going from Interlingua to English
  • Provides "high quality translations" according to one of Google's articles
    Link to the Google Colab Interlingua-English Translator

Interlingua Corpus Project

May 2020 - Present
  • Contains a collection of over 1.2 million quality-controlled Interlingua sentences scraped using a individually-designed web crawler
  • Visited over 6 million relevant websites
  • Provides over 80,000 parallel Interlingua-English sentences and other useful data.
    Link to the Interlingua Corpus Project