Resume
Education
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University of Illinois Urbana-Champaign
08/2021 – 12/2022Master of Computer Science
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The Ohio State University
08/2017 – 08/2020Bachelor of Science in Computer Science & Engineering
Teaching Assistant: CSE 2221
Research Experience
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Research Intern,Laureate Institute for Brain Research
09/2024 – presentConducted model comparisons using active inference and RL to analyze behavioral data on the Two-Armed Bandit Task, elucidating decision-making processes in the human brain.
Fit probabilistic associative learning task reaction time data using Hierarchical Gaussian Filter and Drift Diffusion Models to examine belief updating under varying uncertainty levels.
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Research Intern,Deep Learning Lab, Westlake University
08/2020 – 04/2021Spearheaded the development of an online psychological therapy platform, integrating AI-generated response recommendations for therapists to significantly enhance service efficiency.
Constructed a robust therapy dialogue dataset through the platform, facilitating future research in areas such as content safety and emotional analysis.
Employed advanced statistical models (GPT) combined with a ranker to generate response texts, refining AI-generated content quality through continuous improvement based on therapists engagement data.
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Research Intern,Department of Linguistic, The Ohio State University
02/2019 – 04/2019Designed and implemented a well-visualized tool for a Humanity Entity Recognizer aimed at reducing both time and cost associated with NER annotation tasks.
Work Experience
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Software Developer, AI Rudder Inc.
02/2023 – CurrentDeveloped AI-driven voice agents at AI Rudder, automating tasks such as call transfers, scheduling, and service bookings by integrating LLMs, TTS, and ASR.
Designed a framework leveraging LLM function calling to decompose human agent SOPs into dynamic sub-prompts, enhancing the docility and trustworthiness of voice agents.
Engineered a Gin-based API, accelerating integration speed and efficiency in connecting voice agents with external tools.
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Software Developer Intern, AI-Lab, ByteDance
04/2021 – 07/2021Developed a system to ensure the continuous availability of a state-of-the-art online CV model, enabling the automated execution of test sets for corresponding models at regular intervals with integrated failure alerts.
Designed and implemented a testing pipeline that streamlines the creation of test sets for models and enables one-click deployment.
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Software Developer Intern,Bank of America Merrill Lynch
06/2019 – 08/2019Redesigned and maintained the communication center website, enhancing accessibility and team collaboration through internal web applications.