AI & Machine Learning Services for Yarraberb Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Yarraberb or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Yarraberb services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Yarraberb or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a thriving commercial hub in the heart of Victoria, Yarraberb is home to a diverse range of businesses, from manufacturing and logistics to services and innovation. At COLETEK, we're proud to be based in Yarraberb, Victoria, Australia and have been serving companies across this region with our multidisciplinary expertise for over two decades. As a company established in 2001, COLETEK has built a reputation as a trusted and innovative product development partner for businesses operating throughout Australia. Our team of experienced engineers and professionals work collaboratively to develop tailored solutions that drive business growth and improvement for our clients. With extensive experience in engineering and product development, we've had the privilege of working with companies from various sectors across Yarraberb, Victoria, Australia. Our track record of delivering reliable, high-quality products has earned us a reputation as a go-to partner for businesses seeking innovative solutions to drive their success. Whether you're looking to improve existing processes or launch new products, we're committed to helping your business thrive. As an Australian engineering and product development company based in Yarraberb, Victoria, Australia, COLETEK is dedicated to supporting local businesses as they navigate the complex product development landscape. Our capability to tackle complex projects, combined with our commitment to collaboration and innovation, makes us an trusted partner for companies operating throughout this region. By partnering with COLETEK, you can rest assured that your business will benefit from a robust, scalable product development solution tailored to meet your unique needs. Allow us to leverage our expertise in engineering and product development to drive growth, efficiency, and profitability for your Yarraberb, Victoria, Australia-based business.