AI & Machine Learning Services for Ivanhoe 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 Ivanhoe 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 Ivanhoe 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 Ivanhoe 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 partner for businesses across Ivanhoe, New South Wales, Australia, COLETEK brings its expertise in engineering and product development to the region.

Established in 2001, our multidisciplinary company has built a national reputation for reliability, collaboration, and capability. Our team of experts is dedicated to supporting companies like yours, helping them overcome challenges and drive growth in an ever-changing market.

In Ivanhoe, New South Wales, Australia, businesses face unique challenges and opportunities. As a locally-based company, we understand the importance of working closely with our clients to develop tailored solutions that meet their specific needs. Whether it's optimizing operations or designing innovative products, our expertise can help your business thrive in this dynamic region.

COLETEK is proud to serve businesses across Ivanhoe, New South Wales, Australia, offering a full range of engineering and product development services. Our team is passionate about collaboration, and we believe that by working closely with local businesses, we can create remarkable solutions that drive real results.

With our national presence, we've developed strong relationships with clients from a diverse range of industries – providing us with the unique perspective to understand the complexities facing Ivanhoe's businesses. Our commitment to innovation, expertise, and trust means you can rely on COLETEK for all your engineering and product development needs.

At COLETK, we're proud to be based in Ivanhoe, New South Wales, Australia – a region with its own distinct energy and entrepreneurial spirit. We believe that by supporting local businesses, we're contributing to the growth of our shared community. That's why we're dedicated to delivering exceptional results, no matter how complex or unique a project may be.