• Leading a team of SP students in organizing workshops, classes and entrepreneurial / tech-focused hackathons to impart technical skills to students.• Mentoring and coaching polytechnic students, curating learning resources, and fostering collaboration within the tech community and beyond.

• Co-founded an AI-powered startup with $24.1k in pre-series funding - dedicated to aiding ex-convicts and PWDs in accessing more employment opportunities.• Spearheading social media marketing and publicity initiatives to raise awareness and engagement.• Developed and hosted an interactive and responsive landing page with SEO optimization.

• Mobile Team Awareness App (MTAP) Intern in the C3 Department of Defence Science and Technology Agency, Singapore.

• Part of the UN Office on Drugs and Crime Committee (UNODC) as a content developer intern for the 5th Edition of International Model UN.• Engaged in academic research and written analysis with a team of 12 to write on the current situation of the efforts by the United Nations in dealing with drugs and crime.

• Developed an NLP classification model using Support Vector Machines (SVM) for Checkmate SG, achieving over 80% accuracy in categorizing spam, scam, and illicit messages, providing user-centered solutions for online safety.• Conducted model comparisons and performance analysis across algorithms, utilizing random search for fine-tuning and evaluating precision, recall and F1 score metrics, ensuring robust, high-performing model selection.• Leveraged Google Cloud BigQuery for scalable data retrieval and analysis, supporting large-scale, data-driven insights in modelling.

• Contributed to the development of Ministry of Health (MOH) iOT Sensor Gateways during COVID-19.• Guided and led a team of Year 3 Polytechnic Interns in developing the MOH Sensor Gateways.• Managed and cleaned huge amounts of technical data. • Conducted SIM card testing for gateway device functionality.

• Learnt the ropes of brewing coffee and frappuccino drinks in a fast-paced environment.• Ensured product quality by checking expiry dates and replenished food items.• Helped increase sales by promoting seasonal discounted items and promotional offers to customers.• Handled customer queries and feedback to provide pleasant customer experiences.