Yihao Shu

Yihao Shu Email and Phone Number

Artificial Intelligence Graduate Student focused on SDE / MLE
Yihao Shu's Location
Chelsea, Massachusetts, United States, United States
About Yihao Shu

I am a master student major in Artificial Intelligence from Northeastern University, where I honed my algorithmic thinking and software development abilities. My experience spans a range of programming languages, including but not limited to Python, Java, and C++, and I am well-versed in utilizing modern development frameworks and tools, especially in the area of Machine learning.My goal is to seek an opportunity of 2025 spring NG/Entry-Level related to SDE or MLE that allows me to use my skills making a meaningful impact on the organizations I serve.

Yihao Shu's Current Company Details

Artificial Intelligence Graduate Student focused on SDE / MLE
Yihao Shu Work Experience Details
  • Sentiedge Investment Llc
    Machine Learning Engineer
    Sentiedge Investment Llc May 2024 - Sep 2024
    Boston, Massachusetts, United States
    • Applied Parameter Efficient Fine-Tuning (PEFT) using Low-Rank Adaptation (LoRA) and Instruction Fine-Tuning methods to improve the accuracy of the Llama-2-13b Large Language Model for sentiment analysis, achieving an accuracy improvement to 84%.• Implemented and optimized BART and T5 models through advanced prompt engineering to summarize original data texts for sentiment scoring. Employed Zero-Shot Text Classification focusing on Multi-Genre Natural Language Inference (MNLI) to select texts and enhance the correlation of data to target stocks or cryptocurrencies.• Developed a comprehensive sentiment scoring pipeline on AWS SageMaker, automating hourly processes including data acquisition, summarization, classification with weight assignment, sentiment scoring, and transformation into positive/negative expectancy values. These results were stored in AWS S3 and utilized as factors in trading strategies for cryptocurrencies and stocks.
  • Shanghai Fanyin Internet Technology Company
    Computer Tech Assistant
    Shanghai Fanyin Internet Technology Company May 2019 - Oct 2019
    Shanghai, China

Yihao Shu Education Details

Frequently Asked Questions about Yihao Shu

What is Yihao Shu's role at the current company?

Yihao Shu's current role is Artificial Intelligence Graduate Student focused on SDE / MLE.

What schools did Yihao Shu attend?

Yihao Shu attended Northeastern University, Xi'an Jiaotong-Liverpool University.

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