Hi, I'm Kelly Glueck Tayong, a passionate business analytics student with a minor in FinTech at the Singapore University of Social Sciences. I love combining data analytics with AI and machine learning to solve real-world problems and have been fortunate to contribute to research and projects in these areas. I'm also skilled in coding, data visualization, and web development, always eager to learn new technologies and improve my craft. I enjoy working on projects that leverage AI, from developing chatbots to conducting sentiment analysis and financial report analyses. My experience spans research assistance, application development, and even co-founding a tech startup. If you’re interested in AI, data, or software development, I’m always open to connecting and collaborating!

Kelly Glueck Tayong

Hi, I'm Kelly Glueck Tayong, a passionate business analytics student with a minor in FinTech at the Singapore University of Social Sciences. I love combining data analytics with AI and machine learning to solve real-world problems and have been fortunate to contribute to research and projects in these areas. I'm also skilled in coding, data visualization, and web development, always eager to learn new technologies and improve my craft. I enjoy working on projects that leverage AI, from developing chatbots to conducting sentiment analysis and financial report analyses. My experience spans research assistance, application development, and even co-founding a tech startup. If you’re interested in AI, data, or software development, I’m always open to connecting and collaborating!

Available to hire

Hi, I’m Kelly Glueck Tayong, a passionate business analytics student with a minor in FinTech at the Singapore University of Social Sciences. I love combining data analytics with AI and machine learning to solve real-world problems and have been fortunate to contribute to research and projects in these areas. I’m also skilled in coding, data visualization, and web development, always eager to learn new technologies and improve my craft.

I enjoy working on projects that leverage AI, from developing chatbots to conducting sentiment analysis and financial report analyses. My experience spans research assistance, application development, and even co-founding a tech startup. If you’re interested in AI, data, or software development, I’m always open to connecting and collaborating!

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Experience Level

Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate

Language

English
Fluent
Chinese
Advanced
German
Intermediate
Indonesian
Intermediate

Work Experience

AI/ML Chatbot Application Developer at YongKee Istimewa Soup Seafood
March 1, 2025 - August 2, 2025
Optimized code for CPU compatibility, efficiency and maintainability for improved application performance. Cleaned and visualized data on Google Business Reviews using Python data analytics and statistical methods. Developed NLP pipeline (VADER, LDA, Apriori) for sentiment analysis and topic modeling on Google Maps reviews. Designed chatbot pipeline using open-source quantized LLMs for scalable deployment. Spearheaded deployment of multi-modal Retrieval-Augmented Generation (RAG) chatbot for automated responses.
Open Source WebScraper Development Contributor at Independent
February 28, 2025 - August 2, 2025
Developed back-end parsing logic with BeautifulSoup and urllib, designed front-end interface, maintained code quality and testing.
Co-Founder and CTO at MatchWise Pte.Ltd
March 1, 2024 - August 2, 2025
Developed full-stack web platform with integrated chatbot, automated email system, and database management. Improved site traffic by 80% and reduced operational costs by SGD 5,000. Co-led business development and secured over SGD 50,000 funding in 6 months. Established strategic partnerships across Asia with grassroots organizations, education institutions, NGOs, and job/course providers.
Research Assistant at A*STAR Centre for Frontier AI Research (CFAR SWATS)
March 1, 2024 - Present
Conducted literature reviews and studies to support research publications on Reactive Capacity Allocation. Summarized over 100 academic studies listed under Business School Journal Ranking Lists. Collected and analyzed financial reports on companies to support research. Performed financial analyses focusing on performance, market strategies, and industry trends. Prepared detailed company profiles and reports, reducing data collection workload by 16 hours per week. Contributed to introduction and literature review of research paper on optimizing service diagnostic cooperation.
Executive Assistant & Manager at Ed-Wood Interior Works and OKE Property
December 1, 2021 - August 2, 2025
Assisted and oversaw real-estate sales and interior work projects for company founders, streamlining workload.

Education

BSc Hons in Business Analytics at Singapore University of Social Sciences
July 1, 2021 - December 31, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Financial Services, Education, Media & Entertainment, Real Estate & Construction