AI & Machine Learning Services for Glenhope 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 Glenhope 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 Glenhope 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 Glenhope 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.

In the heart of Victoria, Australia, where innovation and industry converge, lies Glenhope - a thriving region that embodies the spirit of Australian ingenuity. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is proud to call this place home.

With over two decades of experience and a reputation for delivering cutting-edge solutions across various industries, we've earned the trust of businesses throughout Australia, including those based in Glenhope, Victoria, Australia. Our commitment to innovation, collaboration, and reliability has enabled us to establish strong partnerships with local organizations, empowering them to achieve their goals.

As a trusted partner to Glenhope's business community, COLETEK is dedicated to supporting the region's growth and development through tailored engineering solutions. From concept to reality, our team of experts works closely with clients to understand their unique challenges, leveraging our expertise in product development and engineering to deliver customized outcomes that meet their needs.

In this dynamic environment where technology and industry intersect, COLETEK stands out as a trusted advisor, offering a comprehensive range of services to support the Glenhope region's businesses, from product design and development to manufacturing and testing. Our capabilities are backed by a deep understanding of local market conditions, ensuring that our clients receive solutions tailored to their specific needs.

We're proud to operate throughout Glenhope, Victoria, Australia, serving businesses across the region with unwavering dedication and commitment. Our localised approach allows us to respond quickly to changing demands, providing timely and effective support to our clients.