Joget, Inc.
Mar 2024 – Present
Assistant Manager & AI Lead (Dec 2025 – Present) · Lead AI Specialist & Architect (Mar 2024 – Dec 2025)
Kuala Lumpur, Malaysia · Hybrid
- Lead all of Joget's AI initiatives — the "Joget Intelligence" suite in Joget DX 9 (AI Designer, AI Composer, AI Agent Builder, AI Assistant, AI Form Fill) — with a lean team of two.
- LLM-powered app generation cut app build time ~70% for citizen developers and tripled the self-service rate.
- Fine-tuned Llama 3, Mixtral 8x7B, and Cohere Command R on distributed GPU clusters (DeepSpeed, NCCL/Gloo, Flash Attention, PEFT); served via vLLM + Celery + Redis on AWS EKS with advanced RAG over live business context.
- Built an adaptive agentic assistant that learns from user feedback via contrastive-loss retraining (Ray, Redis, SageMaker), with a weekly auto-refreshed knowledge base that reduced hallucinations.
- Built the AI Agent Builder on a self-implemented LangChain/LlamaIndex-style orchestration architecture, plus an AI Form Fill Element that populates structured forms from raw text via LLM extraction with guardrails.
- Plugins run in production at Fortune 500 companies; Joget was recognized in Everest Group's Innovation Watch for Generative AI in Software Development alongside Google and Meta.