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Erica Ji Yuen Email & Phone Number

Generative AI Research Scientist at Databricks Mosaic Research
Location: Cambridge, Massachusetts, United States 15 work roles 3 schools
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Role
Generative AI Research Scientist
Location
Cambridge, Massachusetts, United States

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Erica Ji Yuen is listed as Generative AI Research Scientist at Databricks Mosaic Research, based in Cambridge, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Erica Ji Yuen.

Erica Ji Yuen previously worked as AI Research Scientist at Databricks Mosaic Research and MosaicML (acquired by Databricks for 1.3B) - ML Research Communications at Databricks Mosaic Research. Erica Ji Yuen holds Master'S Of Engineering, Computer Science from Massachusetts Institute Of Technology.

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Databricks Mosaic Research

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Profile bio

About Erica Ji Yuen

Research scientist at Databricks, focusing on RAG, LLMs, embedding and retrieval systems. I joined Databricks via the acquisition of MosaicML. I use my expertise in ML research, design, and business to build and drive industry adoption of the latest cutting edge AI technology. Versatile, resourceful, and empathetic - I have a demonstrated history of building unconventional bridges across different industries and teams - driving cutting-edge innovation and explosive startup growth. In 2022-2023, I spearheaded MosaicML's brand strategy as an authoritative and community-driven thought leader in the ML research ecosystem and across enterprise industry verticals to drive the business - going from our first customer to 20M ARR + a 1.3B acquisition by Databricks in 1 year - one of the fastest tech unicorn exits in history. Since acquisition, I have been contributing to our research efforts for RAG (retrieval augmented generation) and synthetic data to enable enterprise customers to adopt GenAI solutions for their custom use cases, with a focus on synthetic high quality realistic benchmarks. Before that, I designed, launched, and scaled products in the AI Education space.Prior to my life with AI startups, I studied computer science at MIT, with a focus on multimodal AI and human computer-interaction, the effects of AI interfaces on cognitive psychology, and how we can design effective products that utilize multimodal human data input (text, audio, gestures, sketch, vision, etc) via AI and signal processing. I TA'd graduate level courses under the EECS department - Intelligent Multimodal Interfaces and Computational Photography. I also spent some time as a freelance makeup artist and fashion photographer, where I taught myself the fundamentals of visual branding, professional media production, business development, and working with clients. My areas of expertise include: Generative AI research, LLMs, computer vision, synthetic data, human-computer interaction, creative technology, marketing, visual design, operations, and AI startups.

Listed skills include Powerpoint, Algorithms, Teaching, Web Design, and 19 others.

Current workplace

Erica Ji Yuen's current company

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Databricks Mosaic Research
Databricks Mosaic Research
Generative AI Research Scientist
Cambridge, MA, US
AeroLeads page
15 roles

Erica Ji Yuen work experience

A career timeline built from the work history available for this profile.

Ai Research Scientist

Current

San Francisco, California, US

RAG & Compound AI Systems for Industry on the Mosaic Research team (acquired by Databricks) Retrieval, Embedding models, Evaluation, Deep LearningSurveyed enterprise agent workflow use cases across verticals (finances, manufacturing, retail, healthcare, life sciences, telecommunications, retail, ecommerce, etc) to scope realistic and hard benchmarks Design.

Jul 2023 - Present

Mosaicml (Acquired By Databricks For 1.3B) - Ml Research Communications

San Francisco, California, US

As an early-stage hire on the growth, I spearheaded creative strategy and operations for the exponential growth of the MosaicML technical community among ML researchers. This role was the ultimate combination of my creative and deep technical background, and my ability to explain the most technical concepts in simple ways.In a scrappy and resource-limited.

Jun 2022 - Jul 2023

Technical Product Manager - Ai Education And Data Science

Inspiritai

- Designed technical AI & machine learning curriculum from scratch for 10+ courses customized for K12 and higher education covering topics such as computer vision, natural language processing, and data science. - Designed interactive lectures and developed Google Colab notebooks walking through students on preprocessing, training, and evaluating models.

Dec 2020 - Mar 2022

Ai + Human Computer Interaction Researcher

Cambridge, Massachusetts, US

I investigated how multimodal generative AI can be a tool to encourage creative psychology and divergent thinking. I was particularly interested in how new AI driven interfaces can be assistive tools for those experiencing mood disorders, particularly depression and ptsd. I worked with vectorized, rasterized, time series, and language data in this project..

Mar 2019 - May 2020

Graduate Teaching Assistant

Cambridge, MA, US

Teaching assistant for graduate level courses Computational Photography and Intelligent Multimodal User Interfaces.Prepare and administer coursework, grade psets, and mentor 300+ students to learn the material.Topics covered in Computational Photography (taught in C++):Denoising and Demosaicing, Convolution and Bilateral Filtering, Resampling, Warping and.

Jan 2019 - May 2020

Machine Learning Engineer + Product Design

Suwon-Si, Gyeonggi-Do, KR

During my internship at Samsung Design and Innovation Center (SDIC), my project was perform research on how Samsung can develop the next generation AI Camera for their flagship phones. SDIC was primarily a design studio with UX and Industrial Design teams, and they were excited to see collaborate with someone with a machine learning background to innovate.

Jun 2019 - Aug 2019

Freelance Fashion + Beauty Photographer And Makeup Artist

Ey Studio

Freelance beauty and fashion photographer and makeup artist. I also specialize in hyperrealistic gore and special effects makeup. These experiences were my first introduction to building a business, professional design, and branding. I also developed an understanding of industry-best practices of using software and tools for media and fabrication. I am.

Jan 2018 - Jun 2019

Software Engineer Intern

Redmond, Washington, US

Collaborated closely with UX designers to improve the Intune Company Portal iOS app experience of browsing and installing enterprise resources, raising App Store user rating from 2 to 4.5 stars after shipping new featuresImplemented and shipped browsing features using XCode and SwiftFeatures built currently displayed as main product screenshots on the iOS.

Jun 2018 - Aug 2018

Undergraduate Researcher - Superurop

Appinventor - Mit Csail

Created data visualization features for mobile app creating platform using Java, d3.js, HTML, and CSS.AppInventor aims to provide accessible and easy-to-learn mobile development education for beginner programmers.

Sep 2017 - Jun 2018

Software Engineer Intern

Redmond, Washington, US

Created specs, and implemented grid, snapping, and layout constraint features with C# for Ink to Code, a platform for users to quickly prototype Windows and Android apps with runnable code from gesture recognition with the Microsoft Surface Pen - worked with a team of 5

Jan 2018 - Jan 2018

Software Engineer Intern

Mountain View, California, US

Rapidly prototyped new features using Vue.js for UX research to identify growth potential for new product,Turbo, tracking analytics to understand what personalized insights users want to better manage their financial futureDeveloped API to load dynamic personalized user content to Turbo based on various data sources using Java Spring MVC

May 2017 - Aug 2017

Hci Researcher Assistant For Duoskin

Cambridge, Massachusetts, US

Worked under the Living Mobile group to design and fabricate functional conductive temporary tattoos with embedded circuits and improved application methods using experiences with cosmetics.My design, a light up tattoo necklace, ended up being the main image used when the project got featured on Forbes, CNN, the front page of reddit, TechCrunch, etc.These.

Jan 2016 - May 2017

Virtual Reality Development Intern

National Geographic Learning

Utilized Maya, Unreal Engine, and Oculus Rift to create a virtual reality simulator for the Canadarm2, a robotic arm on the International Space Station3D modelled assets using Maya and Photoshop for a VR animated film about climate change, the Boy and the Cloud

Jun 2016 - Aug 2016

Front End Web Developer

Educatrium

Used HTML5, CSS3, and jQuery to design and launch company’s website

Jun 2015 - Aug 2015
3 education records

Erica Ji Yuen education

Master'S Of Engineering, Computer Science

Massachusetts Institute Of Technology

Bachelor'S Degree, Computer Engineering

Massachusetts Institute Of Technology

High School Diploma

Winchester High School
FAQ

Frequently asked questions about Erica Ji Yuen

Quick answers generated from the profile data available on this page.

What company does Erica Ji Yuen work for?

Erica Ji Yuen works for Databricks Mosaic Research.

What is Erica Ji Yuen's role at Databricks Mosaic Research?

Erica Ji Yuen is listed as Generative AI Research Scientist at Databricks Mosaic Research.

Where is Erica Ji Yuen based?

Erica Ji Yuen is based in Cambridge, Massachusetts, United States while working with Databricks Mosaic Research.

What companies has Erica Ji Yuen worked for?

Erica Ji Yuen has worked for Databricks Mosaic Research, Inspiritai, Mit Media Lab, Massachusetts Institute Of Technology, and Samsung Electronics.

How can I contact Erica Ji Yuen?

You can use AeroLeads to view verified contact signals for Erica Ji Yuen at Databricks Mosaic Research, including work email, phone, and LinkedIn data when available.

What schools did Erica Ji Yuen attend?

Erica Ji Yuen holds Master'S Of Engineering, Computer Science from Massachusetts Institute Of Technology.

What skills is Erica Ji Yuen known for?

Erica Ji Yuen is listed with skills including Powerpoint, Algorithms, Teaching, Web Design, R (Programming Language, Adobe Photoshop, Cascading Style Sheets, and Html.

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