AI & Machine Learning Services for Werrimull 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 Werrimull 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 Werrimull 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 Werrimull 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 business owner or decision-maker in Werrimull, Victoria, Australia, you understand the importance of innovative engineering and product development for your company's success. With over two decades of experience, COLETEK is a trusted national leader in this field, serving businesses across Werrimull, Victoria, Australia and throughout the country.

A multidisciplinary Australian engineering and product development company established in 2001, COLETEK brings a unique blend of creativity, technical expertise, and collaborative spirit to the table. We're based in Werrimull, Victoria, Australia and operate throughout this region, providing our clients with unparalleled reliability, flexibility, and responsiveness.

By leveraging our collective capabilities, we empower local businesses like yours to thrive in an ever-changing landscape. Our experienced team thrives on the challenge of developing innovative products and solutions that meet the specific needs of your industry and Werrimull, Victoria, Australia's growing community.

We've worked with businesses from a wide range of sectors, including agriculture, manufacturing, and healthcare, to name just a few. Whether you're looking to improve processes, develop new products, or enhance overall efficiency, we'll work closely with you to bring your vision to life.

At COLETEK, we're more than just experts in engineering and product development – we're your trusted partners in Werrimull, Victoria, Australia's business community. We understand the importance of collaboration, flexibility, and reliability in today's fast-paced world, and are committed to delivering tailored solutions that meet your unique needs.

We invite you to join us on our journey towards innovative engineering and product development. Let COLETEK's expertise, experience, and locally resonant focus help drive growth and success for your Werrimull, Victoria, Australia-based business.