# AI & Machine Learning

> AI and machine learning by Yuma IT. Computer vision, NLP, and predictive models from an Indigenous-led team in Canberra with real deployment experience.

Yuma IT designs, trains, and deploys machine learning systems for clients who need more than a proof of concept. Typical work includes predictive models, computer vision, natural language processing, and automation for specific domains.

Our past projects cover acoustic species detection, thermal drone image analysis for feral animal monitoring, communication training simulations used by Australian universities, and automation for back-office business processes. The data we work with is usually noisy, incomplete, and collected in difficult conditions, and our models are designed around that rather than ignoring it.

Every model we put into production ships with clear evaluation metrics, monitoring, and a plan for retraining. If a model does not earn its keep, we are the first to say so.

## Topics this service covers

- AI machine learning Canberra
- computer vision Australia
- predictive analytics
- natural language processing
- AI solutions Indigenous

## Other Yuma IT services

- [Custom Software Development](https://www.yumait.com.au/services/software-engineering.md): Custom software development in Canberra for web and business applications. Built by engineers who have shipped work at Microsoft, CSIRO, and the Australian Federal Government.
- [Mobile App Development](https://www.yumait.com.au/services/mobile-app-development.md): Mobile app development in Canberra for iOS, Android, Flutter, and React Native. Field tools, fleet apps, and ordering platforms used across the ACT and NSW.
- [Cloud & Infrastructure](https://www.yumait.com.au/services/cloud-infrastructure.md): Cloud setup, migration, and hybrid architecture on Microsoft Azure and beyond. Hosting configured so your data stays in Australia, in line with Indigenous data sovereignty principles.
- [Cyber Security](https://www.yumait.com.au/services/cyber-security.md): Managed endpoint detection and response, risk assessments, and security engineering for compute, network, and email. Practical work that reduces real exposure, not security theatre.
- [Systems Integration](https://www.yumait.com.au/services/systems-integration.md): Drones, satellite IoT, acoustic sensors, AI models, citizen science apps, and cloud databases, wired together into platforms that hold up under large programs of work.
- [Open Source](https://www.yumait.com.au/services/open-source.md): Open-source tools we build and maintain for wildlife conservation, link management, and developer tooling. Anyone can use them, read the code, and send patches.

## Contact Yuma IT

- Email: [hello@yumait.com.au](mailto:hello@yumait.com.au)
- Security issues: [security@yumait.com.au](mailto:security@yumait.com.au)
- Enquiry form: https://www.yumait.com.au/contact (protected by Cloudflare Turnstile, so it needs a human in the browser)
- Address: 49 Phillip Ave, Watson, ACT 2602, Australia

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