Junjie Yang Email & Phone Number
Who is Junjie Yang? Overview
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Junjie Yang is listed as 联合创始人 at EHYLD Limited, based in Yangpu District, Shanghai, China. AeroLeads shows a matched LinkedIn profile for Junjie Yang.
Junjie Yang previously worked as Intern - Quantitative Strategy at Shannon Investments and Intern - Quantitative Strategy at Muxin Asset. Junjie Yang holds Master'S Degree, Intelligent Construction from Tongji University.
About Junjie Yang
I am Junjie Yang, a Master's candidate in Intelligent Construction from Tongji University. My background in Civil Engineering is complemented by specialized internships in quantitative strategy at Shannon Investments, MUXIN ASSET, and Beite Asset Management. I've leveraged models like LightGBM and Graph Attention Networks for stock predictions and engaged in deploying models like GPT-4 for sentiment analysis. My project work includes reinforcement learning frameworks and deep learning for pattern recognition under guidance from Professor Bjoern Schuller of Imperial College London. Proficient in machine learning tools such as PyTorch and languages like C++ and Python, I'm eager to further my contributions in quantitative strategy research, bringing my blend of academic rigor and hands-on expertise.
Junjie Yang's current company
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Junjie Yang work experience
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Intern - Quantitative Strategy
Current1. Identified factors correlated with yield rates and utilized the **LightGBM model**,taking these factors as inputs. Continuously fine-tuned the parameters to **predict stock yields**.2. Processed over **200,000 ticker data** entries using the **GAT (Graph Attention Networks)**, establishing inter-stock linkages and graph structures. This was then used to predict final yield rates.3. Participated in the deployment of major models including Xinghuo, Wenxin Yiyan, GPT-4, and GPT-3.5. Contributed to the construction of a **sentiment analysis system**, fine-tuning the models using **Lora** to facilitate the financial **LLM** 's ability to provide preliminary **stock recommendations** based on acquired research reports, along with relevant justifications.
Intern - Quantitative Strategy
1.Reproduced research reports by implementing a model constructed with **GAT (Graph Attention Network)** combined with a **Residual Network**. Backtested using historical data, achieving an **average annual excess return of 10%**.2. Established a **text-based database**to provide sentiment analysis systems for stock selection, buying, and selling.3. Designed **Alpha** **Factors** based on order book imbalances, proactive buying and selling volumes, etc. Conducted statistical tests to analyze the correlation between these factors and future price trends.
Junjie Yang education
Master'S Degree, Intelligent Construction
Bachelor'S Degree, Civil Engineering
Frequently asked questions about Junjie Yang
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What company does Junjie Yang work for?
Junjie Yang works for EHYLD Limited.
What is Junjie Yang's role at EHYLD Limited?
Junjie Yang is listed as 联合创始人 at EHYLD Limited.
Where is Junjie Yang based?
Junjie Yang is based in Yangpu District, Shanghai, China while working with EHYLD Limited.
What companies has Junjie Yang worked for?
Junjie Yang has worked for Ehyld Limited, Shannon Investments, and Muxin Asset.
How can I contact Junjie Yang?
You can use AeroLeads to view verified contact signals for Junjie Yang at EHYLD Limited, including work email, phone, and LinkedIn data when available.
What schools did Junjie Yang attend?
Junjie Yang holds Master'S Degree, Intelligent Construction from Tongji University.
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