MLOps Transformation: Moving from Stage 0 to Stage 3 (Part II)
A maturity roadmap and a cultural shift.
AI Practice
Building MLOps Bridges: Our Journey in Uplifting Agencies
A practical guide to MLOps adoption across Government teams.
Building a Better RAG Pipeline for HR Policy Q&A: What Worked and What Didn’t
We tested the most effective approaches.
“The Bots Are Here. Now What?” How Knowledge Management Became the Key to Powering GenAI Solutions
Available LLMs are powerful enough. What we are missing is the knowledge to fuel them.
Does your LLM know when to say “I don’t know”?
Refusal by a model to answer may sometimes be more valuable.
Fine-Tuning Language Models for Long-Context Data: Automated Stance Analysis of Citizen Discussions
Addressing technical challenges of processing high-volume public feedback for policy-making
MLOps Transformation: Moving from Stage 0 to Stage 3 (Part I)
Much a cultural shift as a technical one.
Evaluating MOE’s SLS Learning Assistant: Using Synthetic Data and LLMs to Benchmark Faithfulness and Factuality
Safer, faster testing of student-facing AI before real-world deployment.
From Infrastructure to Intelligence (Part 1): Strategic Foundations for AI Model Hosting and Agent-Based Architectures on the Cloud
What began as simple chatbot prototypes has evolved into full-fledged agent architectures.
Securing Guardrails with Automated Red Teaming
Manual testing is no longer scalable.
(Part 2) LLM Safety Alignment for the Singapore Context using Supervised Fine-tuning and RLHF-based Methods
Safety must be "baked in".
(Part 1) LLM Safety Alignment for the Singapore Context using Supervised Fine-tuning and RLHF-based Methods
The process of "teaching" models to be safe
Eliciting Toxic Singlish from r1
A red-teaming exercise that proves even "reasoning" models can be coaxed.
What School Didn’t Teach Me
5 Lessons from My GovTech Internship