Sheng-Rong Tan Email & Phone Number

Taiwan

• Tools: [ Postgresql, Hive, Redis, Spark, Python, C++, Tensorflow, LLM, Nextjs, Typescript ]
• Led the design of data infrastructure for real-time analysis of over 1+ billion records across multiple databases.
• Developed over 50 behavioral finance algorithms for trading analysis, enhancing data-driven strategies.
• Applied machine learning, deep learning, and graph neural networks to identify traders' behavioral patterns.
• Implement LLM model for user to interact with chatbot to understand their behavioral patterns.
• Implemented post-quantum cryptography protocols (lattice-based and rainbow) for secure deployment.

Taipei City, Taiwan

• Tools: [ Postgresql, Hive, Impala, Spark, Python, Tensorflow ]
• Engineered ETL processes for daily of 1+ billion logs and analyzed user patterns for targeted initiatives.
• Executed and researched high frequency trading market-making strategy, monitoring prices across platforms.
• Designed and optimized configurations for order book deployment and effective hedging.
• Designed and integrated trading/hedging strategies, constructing APIs for seamless execution while utilizing diverse approaches, including quantum machine learning.

• SEC files parsing & NLP analysis. Parsing/Collecting over 100k SEC files and examining the documents with NLP-sentimental analysing via FinBert.
• DealScan / Compustat data and Firm violations and covenant ETL. Extracting from datasets, such as dealscan and compustat for collecting the targeted companies business performance.

Doctor Of Philosophy - Phd, Finance And Financial Management Services

• Behavioural Finance & Network Theory - Asset Pricing Theory: Supply chain network and Institution Portfolio Selection

Master'S Degree, Economics

Master, Economics and Finance • Recipient of Excellence Scholarship & Recipient of Teaching Assistant Scholarship • Thesis topic: Time.

Bachelor Of Science - Bs, Mathematics