AI & Machine Learning Services for Big Hill 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 Big Hill 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 Big Hill 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 Big Hill 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 you navigate the challenges of operating a business in Big Hill, Victoria, Australia, it's crucial to partner with a trusted and innovative engineering and product development company like COELTek. Established in 2001 as a multidisciplinary Australian organization, our reputation for excellence has garnered widespread recognition across the nation.

With years of experience serving businesses across Big Hill and beyond, we've developed a unique understanding of the region's needs and opportunities. Our team is passionate about collaborating with local entrepreneurs and decision-makers to deliver tailored engineering solutions that drive success and growth.

We have an earned reputation for being reliable, proactive partners who genuinely care about the well-being of our clients' operations. By leveraging our expertise in engineering and product development, we help businesses in Big Hill solve complex problems, overcome barriers to innovation, and capitalize on fresh opportunities. Whether you're seeking support for product design, prototyping, or production, rest assured that COELTek is committed to delivering results-driven solutions.

At the heart of our approach lies a commitment to collaboration – working closely with clients, understanding their needs, and developing custom-engineered solutions that meet their unique objectives. This approach has earned us the trust of businesses across Big Hill, Victoria, Australia, and throughout Australia, as we've consistently demonstrated our capability to deliver high-quality results.

As a trusted engineering partner based in Big Hill, Victoria, Australia, COELTek is well-positioned to support your organization's endeavors. We're eager to bring our expertise and passion for innovation to bear on your business challenges. Whether you're looking to accelerate growth, improve efficiency, or simply find innovative solutions for the complexities you face in Big Hill – we're here to help.