Dedicated professional skilled in leveraging Python for data cleaning, such as removing items with Western medicine disease terminologies and filtering out entries lacking age records in the TCM project. Applied Python to replicate a herb recommendation algorithm, facilitating the matching of patient symptoms with Traditional Chinese Medicine pharmacies from a comprehensive database. This resulted in the generation of personalized prescription recommendations tailored to individual patient… Show more Dedicated professional skilled in leveraging Python for data cleaning, such as removing items with Western medicine disease terminologies and filtering out entries lacking age records in the TCM project. Applied Python to replicate a herb recommendation algorithm, facilitating the matching of patient symptoms with Traditional Chinese Medicine pharmacies from a comprehensive database. This resulted in the generation of personalized prescription recommendations tailored to individual patient needs. Additionally, conducted thorough research and analysis of academic literature, contributing essential background insights that shaped the trajectory of the Elevator Big Data Smart Supervision project. Show less

Experienced and results-oriented professional adept at enhancing natural language to SQL models to optimize Chain of Thought outputs for generating precise SQL queries. Skilled in fine-tuning training datasets and model parameters, contributing to improved accuracy and efficiency. Successfully increased the output precision of an intelligent Q&A assistant by 8%, meticulously testing and correcting over 65,000 automatically generated SQL queries using Python. Additionally, demonstrated… Show more Experienced and results-oriented professional adept at enhancing natural language to SQL models to optimize Chain of Thought outputs for generating precise SQL queries. Skilled in fine-tuning training datasets and model parameters, contributing to improved accuracy and efficiency. Successfully increased the output precision of an intelligent Q&A assistant by 8%, meticulously testing and correcting over 65,000 automatically generated SQL queries using Python. Additionally, demonstrated proficiency in patent specification drafting for innovative technologies, such as "A logic-enhanced SQL generation method and system". Show less