Singapore, Singapore
Final-year Electrical and Electronics Engineering undergraduate at Nanyang Technological University with a strong foundation in data, systems, and applied machine learning. I bring a blend of technical fluency and business awareness, with experience working on data-driven solutions and collaborating with cross-functional stakeholders to solve real-world problems. I am particularly interested in roles at the intersection of technology and business, where I can leverage analytical thinking, communication, and a structured approach to drive impact. I thrive in fast-paced environments, enjoy working with diverse teams, and am motivated by opportunities that require both problem-solving and stakeholder engagement.
• Automated operational workflows and deployed ML-based optimization models for energy cost prediction, reducing manual processing time by ~30–40% and improving decision efficiency • Built predictive models to evaluate the impact of real-time environmental variables on energy market volatility, translating complex data insights into actionable business recommendations • Conducted end-to-end time series analysis using real-time weather and solar data; developed and evaluated LSTM and GRU models, demonstrating strong fluency in applied machine learning concepts • Designed and maintained Power BI dashboards using DAX and Power Query, and implemented SQL-based ETL pipelines to enable scalable data modeling and reporting for cross-functional stakeholders • Partnered with business stakeholders and end-users to gather requirements for a billing system, translating functional needs into a structured SQL database design
• Built foundational knowledge of network vulnerability assessment processes, enabling informed evaluation of security roles and technical skill requirements • Developed working understanding of penetration testing methodologies, including vulnerability discovery and exploit simulation, strengthening ability to engage with and assess cybersecurity talent • Gained exposure to red teaming strategies, understanding how advanced attack simulations are used to evaluate system resilience and incident response capabilities
NTU's premier investment banking club focused on internal technical training, industry workshops, and networking opportunities