I am a versatile professional with a strong background in AI/ML, data science, and product management, currently pursuing an MS in Computer Science at UCSD with a focus on Graphics & HCI. I have a passion for building innovative products that leverage advanced technology to solve real-world problems and enhance user experience. My experience spans developing data-driven strategies, leading cross-functional teams, and conducting cutting-edge research in machine learning and human-computer interaction. I am eager to apply my diverse skills in roles that bridge the gap between technology, design, and user needs, aiming to create impactful solutions in both industry and academia.
Protolab
-
Graduate Student ResearcherProtolab Dec 2023 - Present- Conduct research on generative models to enhance human-computer interaction and support designers in creative tasks.- Lead project planning and execution phases, demonstrating strong organizational and leadership skills.
-
Graduate Student ResearcherTzu-Mao Li'S Lab Aug 2023 - Present- Research physics-informed real-fake image detection, discrete-aware super-solution, 3D physical interaction inference, light field reconstruction.
-
Teaching AssistantUc San Diego Computer Science And Engineering Department (Cse) Jun 2024 - Aug 2024La Jolla, California, UsCSE 175. Successful Entrepreneurship for Engineers (2024 Summer I)- Prepare and hold discussion sections; help students during office hours -
Teaching AssistantUcsd Cognitive Science Department Jan 2024 - Jun 2024COGS 9. Introduction to Data Science (2024 Winter)DSGN 1. Design of Everyday Things (2024 Spring)- Prepare and hold discussion sections; help students during office hours -
Garage Startup InternMaveric Studio Jan 2024 - Apr 2024- Delve deep into the process of virtual world creation, from inception to implementation and beyond;- Acquire the skills needed to build captivating metaverse experiences while also obtaining invaluable insights into audience acquisition, maintenance, live operations, and e-commerce;- Gain a solid foundation in the rapidly evolving metaverse landscape and learn how to use AI tools.- Built "Not A Good Driver". Try it out here - https://vrchat.com/home/launch?worldId=wrld_ef581bd6-9d93-457e-b6a3-7d7f297f1cab
-
Product Data ScientistSchedgo Jan 2023 - Aug 2023- Lead the design and implementation of a data infrastructure platform, enhancing scalability and decision-making processes.- Develop a survey model to integrate user feedback into product development, demonstrating the ability to translate user insights into actionable product features.- Collaborate with cross-functional teams to prioritize features and ensure alignment with overall business strategy. -
Deep Learning Engineer InternSan Diego Supercomputer Center Nov 2022 - Aug 2023La Jolla, California, Us- Use Ray Tune to test scalable multi-GPU hyperparameter tuning on HPC infrastructure;- Investigate data-centric MLOps solutions to make experimentation more time and resource efficient. -
Undergraduate ResearcherHalıcıoğlu Data Science Institute, Uc San Diego Nov 2022 - May 2023San Diego, California, Us- Propose GraphHSCN: Heterogenized Spectral Cluster Network architecture for long-range representation learning. -
Data Scientist InternTesla Jun 2022 - Sep 2022Austin, Texas, Us- Manage the end-to-end development of statistical process control tools, improving quality and reducing defects.- Build and deploy process-agnostic advanced Statistical Process Control & Quality Disposition tools with automatic alert systems; continuously monitor and improve based on user feedback from the process engineering team.- Conduct data analyses on various datasets to identify root causes and validate model performance, resulting in a 15-30% reduction in annual image storage costs through better lossless image compression solutions. -
Undergraduate ResearcherCognitive Tools Lab Jan 2021 - Jun 2022- Contribute to the development and analysis of Physion under Prof. Judith Fan, a NeurIPS 2021 published research project studying intuitive physics, focusing on data analysis and designing 3D stimuli for non-rigid physical interactions to evaluate the physical understanding of vision models compared to human perception.
-
Data Scientist InternBühler Group Jul 2021 - Sep 2021Uzwil, St. Gallen, Ch- Initiate the effort for an Image-Labeling MLOps B2B feature in our product;- Prototype an MVP using Figma & Angular within a cross-functional innovation team; - Director of Innovation praised the initiative and requested a showcase of this proposal to the whole division;- Research multi-label computer vision algorithm to optimize the model in our defects detection machine prototype;- Refine and participate in reviewing new analytics features on our IoT platforms to help our customers with their digital twin adaptation journey with better business insight extraction with descriptive & predictive modeling. -
Analyst InternJ.D. Power Jun 2021 - Jul 2021Troy, Mi, Us- Optimize the workflow of the quality analytics team by refining the analytics processes via automating data processing and report pipelines, saving more than 200 working hours/ year for the team;- Provide detailed documentation on Git to ensure continuous usage for teammates from non-technical backgrounds. -
Data AnalystBosch Aug 2020 - Nov 2020Gerlingen-Schillerhöhe, Baden-Wuerttemberg, De- Provide effective data analysis and visualization on Tableau for continuous monitoring of data and parameter tuning to gain valuable analytic insights based on Bosch Industry 4.0 transformation roadmap;- Cutting down manual inspection and analysis time by providing crucial insight on key bottlenecks and reducing critical bottlenecks diagnosing time by 80% in manufacturing lines with insights on potential optimal parameters;- Present the dashboards to the Director of Manufacturing Analytics Solution Division at the monthly briefing. -
Independent ResearcherUc San Diego Mar 2020 - Aug 2020La Jolla, Ca, Us- Receive funding from the school to conduct a research project to study the potential economic benefits and risk of adopting the “Farm-Institution” Collaboration model at UC San Diego through a qualitative and quantitative assessment of UC San Diego’s current situation, encouraging UCSD to make effort to transform into a sustainable community as a public institution. -
Communication System Design Team MemberSeds Ucsd Oct 2019 - Aug 2020California, Us- Participate in project Pythia--develop a 2U-CubeSat, aiming to provide a Proof of concept for a laser-based 5G satellite communication system for one research group in Qualcomm Institute on campus. -
Mechanical Design LeadArtificial Intelligence Club Sep 2016 - Sep 2019- Participate in various FIRST organized competitions (FIRST Robotics Competition, FIRST Tech Challenge, China Robotic Competition) and gain mechanical engineering, data analysis, and programming knowledge in this domain- Provide technical guidance to new team members on robot design and construction and help manage building specs and timeline- Participate in new member recruitment and develop new member training courses, including lectures on 3D Design Basics on Solidworks, Intro of Arduino, Robotic Design Principle, and Introductory System Engineering
-
User Interface Designer & Web DeveloperHazy Studio Jan 2017 - Jun 2019- Design user interface for Mac and Android in the “Papercraft” (a VPN project based on shadowsocks-core), utilizing Swift and QT for cross-platform development- Apply HTML, JS, CSS to help develop a department news website for my high school to encourage better information sharing within, using Razor Pages solution from Microsoft to enable a rapid and stable development that can be used both as web and mobile app.- Participate in the funding of the club and the organization of the structure, which including tech, photography, writing, and editorial department
Sirui Tao Skills
Sirui Tao Education Details
-
Uc San Diego Computer Science And Engineering Department (Cse)Hci -
Institute For The Global Entrepreneur, UcsdTechnology
-
University Of California, San Diego - Rady School Of ManagementGeneral
-
The Cornell, Maryland, Max Planck Pre-Doctoral Research SchoolComputer Science
-
Uc San Diego Extended StudiesEntrepreneurship/Entrepreneurial Studies
-
Y CombinatorStartup School Graduate
-
Halıcıoğlu Data Science Institute, Uc San DiegoData Science
-
Uc San DiegoMathematical Statistics And Probability
-
Cornell UniversityComputer Science & Engineering
-
Jiangsu Tianyi High School
Frequently Asked Questions about Sirui Tao
What company does Sirui Tao work for?
Sirui Tao works for Protolab
What is Sirui Tao's role at the current company?
Sirui Tao's current role is HCI & Graphics Grad Researcher at UCSD🧑🎨.
What schools did Sirui Tao attend?
Sirui Tao attended Uc San Diego Computer Science And Engineering Department (Cse), Institute For The Global Entrepreneur, Ucsd, University Of California, San Diego - Rady School Of Management, The Cornell, Maryland, Max Planck Pre-Doctoral Research School, Uc San Diego Extended Studies, Y Combinator, Halıcıoğlu Data Science Institute, Uc San Diego, Uc San Diego, Cornell University, Jiangsu Tianyi High School.
What skills is Sirui Tao known for?
Sirui Tao has skills like Mathematics, Pandas, Scikit Learn, Blockchain Economics, Amazon Web Services, Data Science, Economics, Classification, Corporate Finance, Web Scraping, Predictive Modeling, User Experience.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial