Summary
Overview
Work History
Education
Skills
Affiliations
Accomplishments
Languages
Websites
Timeline
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Tianyao Su

Los Angeles,CALIFORNIA

Summary

Innovative and result-oriented first-year AI graduate student with 6 months of internship experience in AI. GPA ranked in the top 3% of major during undergraduate studies. Assisted company in constructing retrieval framework for LLM during internship, contributing to the launch of official AI lawyer product. Skilled in time series data analysis, NLP, and LLM. Possesses strong verbal communication skills and a spirit of teamwork.

Overview

4
4
years of professional experience

Work History

Large Language Model Developer (Intern)

Faqianyan Inc.
Shanghai, China
11.2023 - 05.2024
  • Refined the information retrieval and recall layer of a Large Language Model for legal assistance.
  • Integrated the RRF algorithm with the BGE_rerank algorithm, which improved the RAG retrieval top 10 recall rate to 100%.
  • Completed the data cleaning and database importation of 130 million legal document URLs for the company.
  • Completed the setup from the Elastic pool of legal data to the LLM retrieval module, increased the retrieval speed by 130%.

Vice Minister

SHU Student Union Academic Department in CS
Shanghai, China
09.2022 - 08.2023
  • Wrote questions for some university-level competitions, such as the Shanghai University Information Retrieval Contest.
  • Organized tutoring sessions in the college to help students identify and fill gaps in classroom learning, aiding them in mastering the subject matter more effectively.
  • Compiled course recommendation notes for students, recording their evaluations of various teachers and courses to facilitate the selection of elective courses that best match their interests.

Captain

SHU Football Team in CS
Shanghai, China
09.2020 - 08.2021
  • Performed as an impactful forward, contributing to both strategic planning and player selection for the Freshman Cup Championship. Achieved nearly 10 goals, leading the team to secure a second-place prize.

Education

Master of Science - Computer Science (Artificial Intelligence)

University of South California
Los Angeles, CA
06-2026

Bachelor of Science - Computer Science (Artificial Intelligence)

Shanghai University
Shanghai, China
07-2024

Skills

  • Programming (C, Python)
  • Databases (MySQL, MongoDB)
  • Algorithm development
  • Natural Language Processing
  • Large Language Model
  • Deep Learning
  • Team Work (Git)
  • Strong Verbal Communication
  • Web Technologies (Web Scraping, XML)
  • Mathematical Modeling

Affiliations

  • Participated in the 2023 summer school at Oriel College, Oxford University, completing research and practice on heuristic and non-heuristic algorithms, graduating with a GPA of 4.0.
  • Served as a volunteer for one week at the ICPC EC Final in March 2023. Responsible for collecting participant information prior to the event, and during the three-day competition, distributed balloon prizes based on the number of problems solved by each team.

Accomplishments

  • Received three first-class academic scholarships。
  • Won two Meritorious Winner awards and one Honorable Mention in the Mathematical Contest in Modeling (MCM)
  • Secured a second-place prize in the Lanqiao Cup C++ programming competition.
  • Secured second place in the Shanghai University Freshman Soccer Tournament in 2020.

Languages

English
Professional
Chinese (Mandarin)
Native/ Bilingual

Timeline

Large Language Model Developer (Intern)

Faqianyan Inc.
11.2023 - 05.2024

Vice Minister

SHU Student Union Academic Department in CS
09.2022 - 08.2023

Captain

SHU Football Team in CS
09.2020 - 08.2021

Master of Science - Computer Science (Artificial Intelligence)

University of South California

Bachelor of Science - Computer Science (Artificial Intelligence)

Shanghai University

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Tianyao Su