Outback Yak / Blog

The engineering, explained.

Things we have built, tried and learned. With the details, the sources and the people involved.

A conversation at the anatomediaPLUS stand at the IFAA congress in MelbourneIn the community / Sept 2026

On the conference floor with anatomediaPLUS

A conversation at IFAA in Melbourne, where the people building medical learning tools meet the people teaching with them.

The MEKSI OSCE competition stand and attendees at the University of Melbourne MD Students ConferenceIn the community / July 2026

Taking MEKSI to Melbourne's medical students

Joining Dr. Jawahar Thomas at the University of Melbourne MD Students Conference to talk about MEKSI and medical learning.

First 28 days: Facebook 23.5K views, Instagram 12.2K and YouTube 12.3KFrom the workshop / June 2026

We used one of our products to grow another

Postme handled distribution for K cha khabar. In the first 28 days, the three channels recorded about 48,000 views without paid promotion.

NepNewsCluster — Outback Yak Research whitepaper hero. A bilingual Nepali–English news consolidation benchmark across 13 LLMs.Research / May 2026

NepNewsCluster: Benchmarking 13 LLMs on Bilingual Nepali News Consolidation

We evaluated 13 frontier and open-weight large language models on multi-document Nepali–English news consolidation across 107 real story clusters. Claude Sonnet 4.6 won decisively, Gemma 4 31B at $0.0005 per call beat models 50× its price, and test-time reasoning surprised us in opposite directions on two otherwise-comparable models.

Outback Yak listed on the AI DirectoryNews / Mar 2026

Outback Yak is now listed on National AI Centre’s AI Directory

We are proud to be listed on the National AI Centre's newly launched AI Directory, a platform showcasing Australia's AI capabilities across industries and technologies.

Developers watching a code presentation at GDG Melbourne’s Build with AI eventIn the community / Feb 2026

Open-weights AI, in a room full of developers

Bishal’s talk at GDG Melbourne’s Build with AI event: code on screen and a chance to explore open-weights AI together.

Hai Helper retrieval workflow: a participant's question, official NDIS documents, and an answer with source referencesShowcase / Jan 2026

Empowering NDIS Participants with Multi-Agent Retrieval AI

Large Language Models (LLMs) are impressive at generating human-like text, but in real-world applications, fluency isn’t enough.

The Hai Helper team at their stand at the Melbourne Disability ExpoIn the community / Nov 2025

Meeting Hai Helper’s community at the disability expo

Gaurav joined the Hai Helper team in Melbourne to hear from the people the app is being built for.

Diagram of the move from AWS ECS to Google Cloud RunShowcase / Dec 2023

How we helped achieve a $100K/year saving in cloud costs by switching cloud providers

Whatever you do, it's always beneficial to have the right tools at your disposal. For some workloads, right tools can mean significant savings in cloud costs

MEKSI text, audio and video learning, shown as a diagramShowcase / Dec 2023

Transforming Medical Education with AI: MEKSI's Journey to a State-of-the-Art Chatbot

Building AI-supported medical learning with MEKSI, a Sydney-based startup