Summary
Overview
Work History
Education
Skills
Websites
Certification
Interests
Timeline
Generic

Ta-Yuan Sun

Application Consultant/AI Engineer
HK 香港

Summary

Driven AI and quant specialist with a knack for translating complex data into actionable insights, a skill set honed through academic pursuits at Purdue and hands-on experience in finance, trading, and diverse industries. I'm adept at consulting with clients to define their needs and deliver tailored AI solutions, including LLM RAG applications. Proficient in technologies from Python and JavaScript to Generative AI and Deep Learning.

Overview

5
5
years of professional experience
2
2
Certifications
2
2
Languages

Work History

Application Consultant

IBM
03.2025 - Current
  • Collaborated with clients to gather and define business requirements for new core systems, translating needs into actionable technical specifications.
  • Focused on front-end development and seamless integration with back-end APIs to deliver user-centric solutions.
  • Contributed to the design and implementation of front-end architectures.
  • Acquired a foundational understanding of the insurance industry's technological landscape.

AI Application Consultant

Aidid Intelligence
05.2024 - 03.2025
  • Designed, developed, and maintained web scraping scripts to extract data from diverse online sources.
  • Automated the execution of scraping scripts on Azure Cloud, ensuring regular and up-to-date data acquisition.
  • Developed and implemented data cleaning pipelines to process and transform raw scraped data into a structured format suitable for AI applications.
  • Utilized cleaned data to build and deploy a Retrieval Augmented Generation (RAG) application, enabling thousands of users to interact with the information via natural language queries.

Private Equity Research Analyst Intern

Noah Holdings
12.2020 - 02.2021
  • Collaborated closely with quantitative researchers to develop and refine trading strategies, driving improved outcomes and maximizing returns.
  • Leveraged expertise in data analysis and visualization to analyze, store, and plot stock data, providing valuable insights and identifying key trends to inform investment decisions.
  • Demonstrated a strong ability to work in a fast-paced environment, delivering high-quality work while meeting tight deadlines and driving positive outcomes.

Index Strategy Intern

Nine Martingale Investment Managment
06.2020 - 08.2020
  • Leveraged advanced analytical skills and financial acumen to analyze records and statements, identifying the best potential and positive investment opportunities for the organization.
  • Collaborated closely with senior directors to evaluate and improve financial strategy and overall efforts for firm growth, utilizing deep insights and expertise to develop effective strategies that drive sustainable growth and maximize return on investment.

Education

Bachelor of Science - Data Science, Statistics

Purdue University
Indiana, USA
04.2001 -

Skills

AI application development

Cloud automation

Investment analysis

Data analysis

Web scraping

Front-end development

Certification

IBM AI Engineering Professional Certificate (V2)

Interests

Golf, Boxing, Volunteering

Timeline

Application Consultant

IBM
03.2025 - Current

Google Machine Learning for Trading

06-2024

AI Application Consultant

Aidid Intelligence
05.2024 - 03.2025

IBM AI Engineering Professional Certificate (V2)

11-2023

Private Equity Research Analyst Intern

Noah Holdings
12.2020 - 02.2021

Index Strategy Intern

Nine Martingale Investment Managment
06.2020 - 08.2020

Bachelor of Science - Data Science, Statistics

Purdue University
04.2001 -

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Ta-Yuan SunApplication Consultant/AI Engineer