AI & Machine Learning Services for Wahgunyah 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 Wahgunyah 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 Wahgunyah 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 Wahgunyah 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.

Wahgunyah is a thriving regional community in Victoria, Australia, and as a major hub for businesses and industries, it requires innovative solutions to drive growth and development. At COLETEK, we're proud to be a trusted partner for businesses across Wahgunyah, Victoria, Australia, offering expert engineering and product development support.

As a multidisciplinary Australian company established in 2001, COLETEK has built a national reputation for reliability, collaboration, and capability. Our team of experts has a deep understanding of the unique challenges faced by businesses operating in Wahgunyah, Victoria, Australia, and we've developed tailored solutions to support their growth and success.

We're committed to serving businesses across Wahgunyah, Victoria, Australia, supporting them with practical engineering expertise and innovative product development capabilities. From manufacturing and logistics to agriculture and more, our focus is on delivering outstanding outcomes that drive business results for our clients.

COLETEK's locally-based team has a deep understanding of the regional context, from local regulations to community expectations. By partnering with businesses based in Wahgunyah, Victoria, Australia, we leverage this expertise to deliver real-world solutions that address specific needs and challenges.

We're not just engineers – we're problem solvers, working closely with our clients to understand their goals and objectives. Our collaborative approach ensures seamless communication and clear outcomes, giving businesses the confidence they need to succeed in Wahgunyah, Victoria, Australia.

With COLETEK, you can expect a trusted partner for your engineering and product development needs. Operating throughout Wahgunyah, Victoria, Australia, we're here to support local businesses across all sectors, empowering them to achieve their full potential.