Lawrence Chia —
Software Engineer
I build web apps, distributed systems, and robotics infrastructure. Currently working on motion capture retargeting, RL training, and deployment policy for humanoid robots at Sentient OS, production web software at RedSquare Software, and growing 32 Connect — a booking & scheduling platform for service businesses.
Ventures
Products and platforms I'm actively building and shipping.
Sentient OS
Building the software pipeline for humanoid robots — from motion capture retargeting and RL-based policy training, through to deployment and fleet-scale control.
sentientos.ioPipeline Overview
Human reference motion
Map human motion → robot morphology
Sim-to-Real transfer
Evaluation & iteration
On-robot inference runtime
Multi-robot orchestration
Monitoring & feedback
32 Connect
A generalized booking & scheduling platform with automated WhatsApp reminders — built for niche service-industry businesses and their end customers.
32connect.myPlatform Architecture
Dashboard / Settings
Booking Portal
Scheduler
Manager
Engine
Auto Reminders
Notifications
Experience & Education
Work Experience
Officially: motion capture retargeting, RL policy training, deployment pipeline, and humanoid fleet control. Unofficially: also the coffee-fetcher and occasional fire-fighter.
Working across JobMacha and ServiceMacha — maintaining and stabilizing production systems, mentoring junior devs, managing cloud deployments on Alibaba Cloud & Railway, and integrating third-party services including LHDN middleware. Led the architectural redesign and full-stack development of ServiceMacha, officially launched Feb 2026.
Started as intern on Perodua Service System; promoted to Software Developer (Jan 2022), leading E-Leave Portal development (React, Node.js, Express, PostgreSQL) and supporting Honda DMS & Perodua Service System; promoted to Senior (Apr 2024), delivering Mitsubishi Motor Malaysia ARMS and mentoring junior devs.
Routine lift servicing, maintenance, upgrading works, and inspection support.
Education
Research Publication
"Solving Cold Start Problem for Recommendation System Using Content-Based Filtering"
View on IEEE XploreServices
What I can do for you.
Software Development
End-to-end development — web apps, APIs, and backend systems — built to spec with clear delivery and ongoing support.
Project Collaboration
Collaborate on existing codebases, integrate with third-party systems, and help teams ship faster with better tooling.
Requirements & Research
Map stakeholder needs, define functional and usability goals, and turn ambiguity into clear scope and deliverables.
Projects
A selection of work I've shipped.
Sentient OS
Software pipeline for humanoid robots — motion capture retargeting, RL policy training, deployment, and fleet-scale control.
32connect.my
32 Connect
Generalized booking & scheduling platform with automated WhatsApp reminders for niche service-industry businesses.
RedSquare AICMS — MVP
MVP product for media businesses — fact & figures check, vocabulary check, article headlines, hashtags suggestions. Applied LLM models (GPT, Llama 4, Qwen 3). Handled architectural design, full-stack implementation, and delivery to clients.
JobMacha
Chinese-focused job-seeking platform (China Press). Maintained and stabilized production — resolving DDoS vulnerabilities, CORS failures, payment sequence bugs, and legacy infrastructure issues.
ServiceMacha
Chinese-focused service marketplace (China Press). Led the architectural redesign, full-stack development, and successful launch — officially went live Feb 2026.
Mitsubishi Motor Malaysia ARMS
Automotive Retail Management System for Mitsubishi Motor Malaysia. Collaborated with consulting team on requirements, design, implementation, testing, and client support; guided and trained junior developers.
E-Leave Portal
Led development of an employee leave portal using React, Node.js, Express, and PostgreSQL — streamlining leave applications, approvals, and tracking with structured data tables and process flow.
Honda Malaysia Dealer Management System
Enterprise DMS for Honda Malaysia dealerships. Provided ongoing support, enhancements, and new module implementations — JavaScript, ColdFusion, BIRT, Firebird, Oracle SQL — with code reviews and mentorship.
Perodua Service System
Service operations platform for Perodua authorized centres. Started as intern (troubleshooting, bug fixes, system docs); continued as developer with post-live support, enhancements, and client change requests using ColdFusion, BIRT, Firebird, Oracle SQL.
Skills
Technologies and tools I work with regularly.
Languages
Frontend
Backend & Runtime
Databases
Cloud & DevOps
Techniques & Tools
Contact
Got a project, idea, or just want to say hi?