Personalindex.

A collection of things built & figured out.

Fig. 01Signal loom

                                                                            
                                                                            
                                                                            
                                                                            
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                                ... ...\\\\\\\\                             
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           @\\               ..  ..   ..  \\.\\ \\\\       ______           
   [+]-----\\\\\            ..  ..  ..   ..\\  \\\\\\__+_\\______---[+]     
           _\\\\\          ..  ..  ..   ..  \\  \.\\.\.... _+____           
            \\\+\\\      ...  ..  ..   ..    \\..\..\.\\.                   
 INTENT       \\\\\\    +.   ../___\\ .       \\ .\ .\.\\         BUILD     
                \\\\\.... //_@_\\\  \\\      ..\\.\+ .\ \\                  
                  \\\\ //___\\ ..+\.. \\    .. .\ . \. \ \\                 
                    +\\/...  \\\  .\   \\  .. .. \...\  \\ \\               
                   //____\\... \\.. \\  \\ . .. ..\.  \\ \\ \\\             
           _\    ///....\\\\\  .\\   \\  \\. .  . .\   \\  \\\\\_           
   [+]-----_\\\///....____\\\\.. \\   \  .\\.. . .  \\  \\\\  ___---[+]     
           ___/\_...///  \\\  \   \\   \ . \. . .    \\\   ______           
                  //        \\\\   \   \\  \\. ..      \\_____/             
 CONTEXT         // ___       \\\   \  .\\..\\@.                  CHECK     
                ////_ _\\\     \\\   \ . \...\\                             
               ///       \\\    \\\   + ..\./.\\                            
             /// ____      \\     \\ .\\. /\/  \\                           
            /////    \\\    \\\    \\\\\\//\\   \\                          
           ////___     \\\    \\\  \\ ./\   \\   \\           /__           
   [+]-----////_ __\\\   \\\    \\\_\\//\\   \\   \\\     .////__---[+]     
           //        \\\   \\\   ..__\\  \\   \\    \\_____//  \\           
                       \\\   \\___//  \    \    \\    .////                 
 MEMORY                   \\___/       \\  \\\   \\____/          LEARN     
                                        \\   \\\  .///                      
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                               [ HUMAN LED ]

x →

Context → ActionStill

Builder / Singapore

I build AI agents, automation, and internal tools that make everyday work easier.

01 AI workflows02 Systems03 Security

01 · Case studyMy AI Operating SystemAI workflow systemDesigner · orchestrator · system owner2026 02 · ProjectAgentEvalAgent reliability platformFrontend design & implementation · three-person team2026 03 · ProjectCodex PresenceNative macOS developer utilitySolo product design & engineering2026 04 · ProjectSnapFace AIAI image platformSolo product development2025 05 · Case studyActivation SteeringML interpretabilitySelf-directed research2026 06 · Case studyAdversarial Machine LearningML securitySelf-directed research2025 07 · ProjectPetalScanMobile AI prototypeUniversity final-year team project2025 08 · NotebookModel-selection study on flower imagesModel comparison / University courseworkNotebook studyUndated 09 · NotebookObject detection with YOLOv8Computer vision / Self-directed studyNotebook studyUndated 10 · Case studyVibe-Coding This WebsitePortfolio developmentDirection and review · AI implementation2026 11 · LabSign-Language Reader WorkflowAI workflow prototypeWorkflow assembly in OmniTool2024 12 · NotebookSuperconductor critical-temperature regressionRegression / Self-directed studyNotebook studyUndated 13 · NotebookData engineering with PySparkBig data / University courseworkNotebook studyUndated 14 · NotebookCredit scoring with self-organizing mapsRisk modelling / Self-directed studyNotebook studyUndated 15 · Case studyMulti-Site Homelab InfrastructureInfrastructureBuilder and operator2026 16 · ProjectCybersecurity Training PlatformInternal training platformSolo build · internal product owner2026 17 · Project HackXperience 2025Hackathon platformTechnical Director · platform development2025 18 · ProjectAhoyClub PrototypeYacht-charter prototypeFrontend and CMS implementation2025 19 · ProjectGoBizCivic-tech prototypeFrontend and backend · DuckDuckCode2024 20 · ProjectThe Films I CarryInteraction design · Creative developmentCreative direction · AI-assisted development2026 21 · LabStarfall ForgeWebGPU gameGame direction · AI-assisted development2026 22 · LabSpillWebGPU simulationSimulation experimentUndated 23 · LabParticle GalaxyThree.js scene3D experimentUndated 24 · LabHaunted HouseThree.js scene3D experimentUndated 25 · LabFun Little BoxMotion studyBlender and Three.js experimentUndated 26 · LabGlobeThree.js scene3D experimentUndated 27 · LabStorm in a TeacupWebGPU simulationSimulation experimentUndated

Personal record · Singapore · MMXXVI

Info

Hello, I’m Bill.

I lead IT operations and build AI agents, automation, and internal tools. My focus is AI enablement: turning AI capabilities into practical workflows that make everyday work easier. I bring a systems and security mindset to that work, preserving context, verifying results, and keeping people in control.

Based: Singapore · GMT+8
Direction: AI enablement · Agents & automation
Community: GeeksHacking · HackOMania

PeriodRole / recordContext

2025 — Present
IT Lead — Systems & Security
Lead IT operations across office and vessel environments, covering infrastructure, security, support, connectivity, and automation. Build internal tools and practical workflows that make operations more consistent.
Ship management · SingaporeIT leadership · Security · Automation
2024 — 2025
Technical Director
Planned and ran tech events for SIM students, including HackXperience, which brought together participants from SIM and other universities.
SIM IT ClubTech events · Hackathons · HackXperience
2023 — 2025
BSc Computer Science
Computer Science gave me the language for systems; late nights gave me the habit of shipping.
University of WollongongUOW · Big Data · Cybersecurity

CommunityGeeksHacking

I help organise tech events with GeeksHacking, including the HackOMania community hackathon.

On rotationPlaying & watching

Right now: working through the Resident Evil franchise end to end, with Smallville on in the background.

After hours / Interactive 02

Make some noise.

A little turbulence.
Move through it. Leave a mark.

Fig. 02 / Character flowLive

                                                                                                                                                
                                                                                                                                                
                                                                                                                                                
                                                                                                                                                
                                                                                                                                                
                                                                                                                                                
                                                                                                                                                
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                                    .,::;++======+;;:,..                                                                                  ..... 
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