I build practical tools with data and automation, and bring people together through accessible AI events.
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KT
About
Building useful things. Bringing people together.
I enjoy building practical tools and bringing people together. At SMU, I’ve supported students with analytics and debugging, and as SMUAI Programmes Lead, I work with club teams on accessible AI events and workshops.
Focus Data analytics · Automation · AI events
Tools UiPath · Excel · Tableau
Currently SMU undergraduate · SMUAI Programmes Lead
Toyota Tsusho · Mar–Jul 2022 · RPA Developer (Internship)
Developed three UiPath robots for task generation, invoice retrieval and invoice creation.
Contribution
The task-generation robot was deployed. Nine reusable shared workflows were adopted across the robots; five Robot Definition Documents were prepared, and the robots were migrated from Kofax RPA to UiPath.
Toyota Tsusho · RPA team
Team website and video · Myoko
This team project promoted Myoko beyond ski season. The website and video were informed by audience research in Singapore and input from local stakeholders in Japan. The site included a modular itinerary planner and interactive 3D map.
PolyEarth is a full-stack site created by a team to support environmental awareness.
Contribution
Built the database, registration and login, and discussion board; also helped polish the interface.
Technology
C#, SQL Server, HTML and CSS.
Competition judging platform · Team project
LCU is a full-stack competition judging platform built by a team.
Contribution
Developed judges' views and functionality. The project earned distinction.
Technology
C#, SQL Server, HTML and CSS.
Practical tools, data insight, shared learning.
I enjoy building practical tools and bringing people together. I developed UiPath automation at Toyota Tsusho and Ngee Ann Polytechnic, and supported SMU students with data analytics and debugging. As SMUAI Programmes Lead, I work with club teams on accessible AI events and workshops.
Currently SMU Information Systems undergraduate · SMUAI Programmes Lead
Machine Learning Modelling
Oct 2021–Feb 2022
Covered eight models across classification and continuous-prediction datasets, including linear and logistic regression, decision trees, neural networks and random forests.
Statch · Financial Budgeting Tool
Team spreadsheet
Built with Excel formulas and macros. Keane developed the investment and liability features and the main dashboard.
UiPath Extraction and Visualization
Team project
The team extracted market data and emailed Tableau visualizations. Keane extracted and visualized Japanese watch-company data; the project earned distinction.
Apr 2026–present · SMU Artificial Intelligence Club (SMUAI)
Programmes Lead
Plans and delivers AI events and workshops with club teams.
Jan–Apr 2026 · Singapore Management University
Teaching Assistant (contract)
Supported Professor Jason Chan for Modelling & Data Analytics (COR1305); guided students through analytics and debugging, answered lecture questions, invigilated, and managed attendance for 40+ students.
COR1305 · with Professor Jason Chan
Jun 2024–Aug 2025 · Singapore Army
Mech Transport Officer / Project Officer
Commissioned logistics officer managing 200+ transport operators. Directed battalion SSA audit preparation that achieved Outstanding. Co-led Project OptimUs, a set of 10 administrative microprojects, named one of two most-voted transformation projects at Army Innovation Day 2024.
Project OptimUs · Army Innovation Day 2024
May 2023–Jun 2024 · Singapore Army
Recruit / Cadet
Completed BMT and the 38th Logistics Officer Cadet Course; commissioned in June 2024 and awarded Sword of Merit.
Aug–Oct 2022 · Ngee Ann Polytechnic School of InfoComm Technology
Temporary Staff (contract)
Developed six UiPath solutions deployed for staff: ePortfolio record and database checks, product search from Excel, and three confidential spreadsheet organisation/allocation projects.
Mar–Jul 2022 · Toyota Tsusho Singapore Pte Ltd
Robotic Process Automation Developer (internship)
Developed three UiPath robots; one task-generation robot was deployed. Nine reusable workflows were adopted across robots, five Robot Definition Documents were prepared, and robots were migrated from Kofax RPA to UiPath.
Education
Aug 2025–May 2029 (expected) · Singapore Management University
Bachelor of Science (Information Systems)
GPA: 3.86/4.00. Dean's List, AY 2025/2026. SMUX Kayaking President, Jan–Dec 2026, coordinating members, sessions and administration.
Apr 2020–Feb 2023 · Ngee Ann Polytechnic
Diploma in Information Technology
GPA: 3.78/4.00. NP Merit Award, AY 2020/2021. Toastmasters VP of Membership & Sergeant-at-Arms (2022–2023), preceded by subcommittee service (2021–2022). Coursework: Deep Learning, Spreadsheet Engineering, Web Application Development and Databases.
Jan 2016–Dec 2019 · Bukit Batok Secondary School
GCE Ordinary-Level ('O'-Levels)
National Cadet Corps (Sea).
Credentials and selected course completions
UiPath RPA Developer Foundation (v2019.4), Aug 2021. VMware Certified Technical Associate – Application Modernization 2022, Dec 2022.
Course completions: Anthropic Claude 101 (Sep 2026); LinkedIn Deep Learning Foundations: Natural Language Processing with TensorFlow (Jan 2023); LinkedIn Creating Interactive Tableau Dashboards (May 2021); LinkedIn Data Fluency: Exploring and Describing Data (Jul 2021); Nanyang Polytechnic Mastering the Art of Pitching (Jul 2024).
Selected skills
Automation: UiPath, RPA. Data: Excel, Tableau, Python, Pandas, Jupyter, data analysis, visualization and predictive modeling. Development: C#, ASP.NET MVC, SQL Server, HTML, CSS, JavaScript and Bootstrap. Coordination: event, venue, logistics and project management; team leadership and communication.
Leadership and service
Taught seniors CapCut through Yong-en Care Centre service learning (May 2021); volunteered with Less Plastic Movement (Jun 2019); and served Project Mi at Bukit Batok Secondary School (Feb 2019), packing donated rice. Project Mi roles: Committee (2017), First-Aider (2018), Team Leader (2019).
Honors
NP Merit Award (AY 2020/2021); National Youth Achievement Award Silver (Jan 2019); UNSW Global ICAS English Credit and Mathematics Merit (Jan 2017).
