- Enhanced text retrieval and classification algorithms, significantly improve the accuracy of Fund Credit QA system.- Developed a RAG-based chatbot to interact with financial documents, integrating advanced NLP techniques. - Designed and implemented the API copilot framework, enabling nature language triggers for internal APIs. - Developed the fund accounting copilot, utilizing agent, tools and memory to assistant the accountants in automating data extraction, analysis, summary and… Show more - Enhanced text retrieval and classification algorithms, significantly improve the accuracy of Fund Credit QA system.- Developed a RAG-based chatbot to interact with financial documents, integrating advanced NLP techniques. - Designed and implemented the API copilot framework, enabling nature language triggers for internal APIs. - Developed the fund accounting copilot, utilizing agent, tools and memory to assistant the accountants in automating data extraction, analysis, summary and report generation. Show less

- Improved the multi-label text classification dataset and model for financial event system.- Designed and implemented an entity extraction model to identify financial entities from news articles.- Developed a financial FAQ bot, including the intent classification and text similarity model for enhanced user interaction.

- Prepared and augmented image classification data, training and deploying the image classification model- Researched Tensorflow distribution framework and implemented distributed training algorithms for image classification- Developed a sequence-to-sequence translation model after preparing and cleaning a Chinese-to-English dataset.

- Cleaned, analyzed, and visualized automotive part data to derive actionable insights. - Designed and implemented a price prediction model for automotive parts using Spark. - Developed an anomaly detection model to identify irregularities in data, optimizing the pricing process.

- Designed and taught college Mathematics courses for freshmen, ensuring a strong mathematical foundation.- Assisted in data analysis course experiments and contributed to the design of examination materials.