- Leveraged data insights to optimize event success, securing ~$20K in sponsorships this semester, and influencing over 350 students through strategic partnerships with companies like Roblox, Millennium, Mathworks, included actionable career development sessions.

[FA24] INFO 2950: Introduction to Data Science- Graded 200+ assignments, held two weekly office hours, and provided timely support to student inquiries on EdStem.- Oversaw two group projects, delivering in-depth feedback and guidance throughout the entire Data Science Life Cycle.- SQL, Python (numpy, pandas, alphabetsoup, Regex, nltk)[SP23, SP24] BTRY 3020: Biological Statistics II- Collaborated with professors and specialists to design and implement lab lessons for over 100 students.- Led a lab section of 35 students each week, teaching intermediate R programming skills.[FA22, FA23] BTRY 3010: Biological Statistics I- Worked with professors and specialists to develop lab section materials for 150 students.- Led weekly lab sections, teaching R programming to a group of 35 students.

- Currently pursuing a Master of Engineering degree- [Grad] Operation Research Information Engineering: Data Analytics/Machine Learning- [Undergrad] Double major: Biometry and Statistics & Information Science- Expected graduation Spring 2025

- Demonstrated data science skills by building a machine learning model with 70% accuracy in classifying query topics, utilized NLP techniques (spaCy, NLTK) and tools like NumPy and scikit-learn to analyze over 1,000 data points. - Identified key accessibility pain points through keyword and sentiment analysis, restructured the Accessibility website and reduced queries by targeting frequent topics, streamlined user experience with WCAG-compliant solutions.

- Achieved a 150% rise in active membership by expanding executive board size by 5x and rebranding the organization.- Boosted social media engagement by 300% and tripled alumni interaction, facilitating networking opportunities for 400+ members.- Built corporate relations and created trust with organizations: Deloitte, Intel, and Engineering Career Center.

- Led a team of 5 to execute 15+ interviews, synthesize user insights, and conduct RITE user tests with 10+ people. Designed a product in Figma, which benefited 3,000 designers and garnered positive feedback on integration into IBM's daily platform with 200,000 users.- Provided expertise in survey creation and analysis, resulting in enhanced surveys and comprehensive program analysis, improving support of the program by 80%. Designed a self-updating UI interface in Airtable.- Wrote a Medium article about the design internship program, which amassed 140+ views and 100+ engagements on LinkedIn on the first day.

- Conceptualized user research to generate a product that aids 15+ design communities at IBM- Conducted and analyzed 30+ user interviews; applied IBM Enterprise Design Thinking practice- Prototyped resources guidebook for persona, guild creator, helped 90% of design communities- Collaborated with cross-functional teams and exhibited final project to 30+ executive leadership

- Launched Singapore Calling’s social media campaign, hosted two events with 80+ attendees, implemented 30+ Linkedin posts- Infographics, videos, blogs, and multiple presentations increased social media views by 140%- Acquired 500+ views and interactions through posts, accomplished goal: procure scale-up’s to join Singapore calling - Initiated blog series ‘Why Your Scale-up should join R3i Ventures,’ drafted blog posts through in-depth interviews with 10+ members: venture partners, founders, and senior advisors- Each blog post achieved 100+ views