AI & Machine Learning Services for Kerrie 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 Kerrie 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 Kerrie 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 Kerrie 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 in Kerrie, Victoria, Australia, you understand the importance of having trusted partners who can help drive your operations and growth. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation for reliability, collaboration, and capability, we've supported businesses across Kerrie, Victoria, Australia and throughout the country. Our team of experts is committed to delivering innovative solutions that meet your unique needs. From concept to delivery, we're dedicated to being a key player in your success story. Whether you're developing new products, improving processes, or expanding your capabilities, our engineering and product development expertise will help you navigate challenges and capitalise on opportunities. As a company based in Kerrie, Victoria, Australia, we have a deep understanding of the local business landscape and the complexities that come with operating in this region. We've worked with businesses across various industries, from agriculture to manufacturing, and know how to tailor our approach to meet your specific requirements. At COLETEK, we're not just about providing generic solutions; we take the time to listen, understand, and collaborate with you to co-create a customized strategy that addresses your unique challenges and goals. We believe in building long-term relationships based on trust, open communication, and shared values. By partnering with us, businesses in Kerrie, Victoria, Australia can expect: * Reliability: Our team is committed to delivering high-quality results and meeting project timelines. * Collaboration: We work closely with you to understand your needs and develop solutions that meet your goals. * Capability: Our multidisciplinary expertise spans engineering, product development, and more, allowing us to tackle complex challenges. If you're looking for a trusted partner to support your business growth in Kerrie, Victoria, Australia, look no further than COLETEK. We're dedicated to delivering exceptional results that drive real value for your organization.