AI & Machine Learning Services for Jarvis Creek 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 Jarvis Creek 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 Jarvis Creek 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 Jarvis Creek 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 the heartbeat of Australia's manufacturing and innovation ecosystem, Jarvis Creek, Victoria, plays host to a diverse range of businesses seeking cutting-edge engineering solutions. For over two decades, COELTK has been a trusted partner for companies across this region, consistently delivering tailored engineering services that meet their unique demands. With our strong presence in Jarvis Creek, we understand the intricacies of local industries and are committed to supporting entrepreneurs and established players alike. Established in 2001 as a multidisciplinary Australian engineering and product development company, COELTK has built a reputation for excellence by fostering collaborative partnerships with clients from diverse sectors. Our national footprint allows us to support businesses across Jarvis Creek, Victoria, Australia, and beyond, leveraging our expertise in design, prototyping, testing, and manufacturing. What sets us apart is our passion for delivering timely and cost-effective solutions that meet the distinct needs of Jarvis Creek's business landscape. Whether your venture revolves around manufacturing, logistics, or emerging technologies like 3D printing, we've got you covered. By drawing upon our wealth of experience and innovation in engineering, we empower businesses to navigate the ever-changing market dynamics. By partnering with COELTK, you can rely on our expertise to develop innovative products, improve operational efficiency, and enhance your competitive edge. Our team is comprised of dedicated professionals who share a common goal: to help Jarvis Creek's businesses thrive through superior engineering solutions. As we continue to evolve alongside the local community in Jarvis Creek, Victoria, Australia, we remain committed to serving these organizations with the highest level of professionalism, reliability, and dedication. So why settle for mediocrity when you can achieve remarkable results? Join forces with COELTK today and explore the limitless possibilities that cutting-edge engineering has in store for your business.