AI & Machine Learning Services for Golden Point 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 Golden Point 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 Golden Point 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 Golden Point 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 trusted and innovative multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation by delivering reliable solutions for businesses across Golden Point, Victoria, Australia. Our team of experts is committed to harnessing their collective knowledge and skillset to empower local industries and help entrepreneurs turn their vision into reality. Based in Golden Point, Victoria, Australia, we operate throughout the region, supporting a wide range of clients from small startups to established corporations. Our unique approach combines deep understanding of engineering principles with innovative thinking, allowing us to tackle even the most complex problems and deliver high-quality results that exceed expectations. Working closely with local businesses, COLETEK has developed a keen appreciation for the intricacies of the Golden Point, Victoria, Australia market. We understand the importance of collaboration, communication, and trust in building successful partnerships that drive growth and prosperity. As a trusted partner, COLETEK provides unparalleled support to businesses in Golden Point, Victoria, Australia, helping them navigate the ever-changing landscape of technology, innovation, and regulatory requirements. By leveraging our expertise and capabilities, clients can focus on what matters most – their core business – while we handle specialized engineering and product development tasks. For local entrepreneurs seeking innovative solutions or established corporations looking to drive growth through strategic partnerships, COLETEK offers the perfect blend of reliability, capability, and collaborative spirit to propel their endeavors forward. Whether you're a startup looking to scale or an established brand seeking to disrupt the market, we invite you to explore how COLETEK's expertise can benefit your business. At COLETEK, we are committed to helping businesses across Golden Point, Victoria, Australia achieve long-term success through our unwavering dedication to delivering exceptional results. Let us leverage our comprehensive engineering and product development capabilities to help you build something remarkable.