- Effortlessly shifts between world of data and business-senario - that's me!
- Excited about using data to make a real-world impact.
- 2 years of industrial experience in leading finance and tech companies.
- "Your enthusiasm is intimidating everyone🔥" -- as expressed by my friends.
- Proud owner of a Bichon Frisé named Lucky🐶, passionate about snowboarding🏂, climbing🧗, yoga🧘, and dancing💃.
- Graduate Data Science Student at Columbia University, NY.
- Bechelor's degree in Software Engineering from Peking University, CN.
- Bechelor's degree in Finance from Shanghai University, CN.
- Machine Learning
- Data Science
- NLP
- Large Language Models
- Web3 & Blockchain & Crypto
AI-Photo-Album-Web-Application link
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Objective: Developed an intelligent photo album web application with natural language text and voice search for efficient photo collection.
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Implementation: Front-end development with HTML, CSS, JavaScript; advanced search with AWS Lex, Rekognition; a robust AWS-powered backend with S3, OpenSearch, Lambda, API Gateway; automated deployment with AWS CodePipeline, CloudFormation.
Dining Concierge Chatbot link
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Objective: Build a Dining Concierge chatbot that sends users restaurant suggestions given a set of preferences that users provide the chatbot with through conversation.
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Implementation: AWS Lex, AWS services, AWS S3, API Gateway, Swagger, AWS Lambda, DynamoDB, ElasticSearch, SQS, SNS, and CloudWatch.
Smart-Contract-Vulnerability-Detection-Multi-label-Classification-Model link
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Objective: Created a multi-label classification model designed to detect the 20 vulnerabilities in smart contracts.
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Implementation: Used Beautiful Soup to scrape data, solidity-parser to parse data, implemented DFS and BFS algorithms to transform data, and developed a BERT model.
Stock-Recommendation link
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Objective: Designed a stock recommendation system designed to recommend the top-performing stocks to investors on WeChat Mini Program.
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Implementation: for algorithms, built XGBoost, Random Forest, SVM models to predict stock performance, applied Soft Voting to ensemble the 3 models.