Proficient in data mining, data analysis, data visualization. My diverse learning background has equipped me with a multifaceted approach to thinking and a strong ability for self-learning. As a cross-disciplinary student, I am able to offer unique value propositions.
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Artificial Intelligence DeveloperGdsc Sep 2023 - Present台灣 臺南市• Introduced BeautifulSoup for web scraping news headlines from Yahoo Finance over the past five years, social media tweets related to Tesla from X, and Tesla earnings calls as data sources.• Cleaned all data by removing stop words and irrelevant terms.• Integrated an LLM model pipeline for pre-training sentiment analysis on the dataset.• Fine-tuned the BERT model to create our sentiment score dataset.• Utilized Pandas and Numpy for data cleaning and preprocessing on the… Show more • Introduced BeautifulSoup for web scraping news headlines from Yahoo Finance over the past five years, social media tweets related to Tesla from X, and Tesla earnings calls as data sources.• Cleaned all data by removing stop words and irrelevant terms.• Integrated an LLM model pipeline for pre-training sentiment analysis on the dataset.• Fine-tuned the BERT model to create our sentiment score dataset.• Utilized Pandas and Numpy for data cleaning and preprocessing on the sentiment score dataset, including splitting the data into training and validation sets.• Connected to Gemini's API for data labeling and clustering, categorizing Tesla into different industry sectors.• Incorporated financial report data and fed all parameters into an LSTM model for stock price prediction.• Achieved a Loss (MSE) of 9.73, IRR of 12.83%, and Winning% of 62.38% with our stock price prediction model. Show less -
Data Analyst國立成功大學 Aug 2023 - Present台灣 臺南市 臺南市• Responsible for analyzing the past 10 years of project data for the Development Foundation, aiming to create a comprehensive database and manage it efficiently.• Cleaned project names data and used CKIP Tagger's LLM for word segmentation to form a vocabulary dataset.• Utilized Pandas to cluster the dataset based on similarity and labeled the clusters.• Successfully consolidated over 80% of the database project names, established a complete SOP, and aimed to predict future project… Show more • Responsible for analyzing the past 10 years of project data for the Development Foundation, aiming to create a comprehensive database and manage it efficiently.• Cleaned project names data and used CKIP Tagger's LLM for word segmentation to form a vocabulary dataset.• Utilized Pandas to cluster the dataset based on similarity and labeled the clusters.• Successfully consolidated over 80% of the database project names, established a complete SOP, and aimed to predict future project development trends. Show less -
Video Producer成大單車節 Ncku Bike Festival|全台灣最豐富的大學科系博覽會 Sep 2022 - May 2023台灣 臺南市• Collaborated with 50 team members to coordinate various aspects of the event and prepared for a camp with over 1000 participants while maintained partnerships with multiple companies, enhancing event sponsorship and resource support.• Successfully planned and executed digital marketing strategies, reaching over 50,000 individuals. -
Director Of PhotographyNcku Graduate Student Association Sep 2022 - May 2023台灣 臺南市
Frequently Asked Questions about Chih-Wei Hsu
What company does Chih-Wei Hsu work for?
Chih-Wei Hsu works for Gdsc
What is Chih-Wei Hsu's role at the current company?
Chih-Wei Hsu's current role is Data Analyst.
What schools did Chih-Wei Hsu attend?
Chih-Wei Hsu attended 國立成功大學, 國立成功大學, 國立成功大學, Taichung First Senior High School.
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Chih-Wei Hsu
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