AI & Machine Learning Services for Goornong 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 Goornong 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 Goornong 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 Goornong 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.

At COLETEK, we take pride in being a trusted partner for businesses operating in Goornong, Victoria, Australia and throughout the country. As a multidisciplinary Australian engineering and product development company established in 2001, our expertise spans across multiple industries. For over two decades, we've been dedicated to delivering innovative solutions that meet the unique challenges of local businesses, empowering them to excel in their respective domains. Our commitment to reliability, collaboration, and capability has earned us a reputation as a go-to partner for Australian companies seeking to grow and thrive. By supporting businesses across Goornong, Victoria, Australia, we've developed a deep understanding of the region's specific needs and opportunities. Our experienced team is well-equipped to tackle complex engineering projects, from conceptualization to implementation, while maintaining strong relationships with our clients. Our philosophy has always been centered around building lasting partnerships, which enables us to develop deep empathy for the industries and markets we serve. This understanding allows us to create products and solutions that are tailored to meet the specific needs of businesses operating in Goornong, Victoria, Australia. By working closely with local companies, we've honed our ability to identify challenges and opportunities, leveraging this knowledge to drive innovative engineering solutions. As a national player with a strong presence in Goornong, Victoria, Australia, COLETEK is well-positioned to support businesses in their quest for excellence. Our experienced team has worked across various sectors, including manufacturing, healthcare, infrastructure, and more, making us an excellent fit for companies seeking bespoke engineering solutions. Whether you're looking to improve operations, streamline processes, or simply need guidance on a specific project, we've got the expertise and capabilities to help. As a trusted partner in Goornong, Victoria, Australia, COLETEK is dedicated to supporting the growth of local businesses. We believe that by working together, we can build remarkable solutions that drive success. If you're ready to take your business to the next level, let's collaborate and create something truly exceptional.