AI & Machine Learning Services for Tenterfield 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 Tenterfield 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 Tenterfield 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 Tenterfield 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 leader in Tenterfield, New South Wales, Australia, you understand the importance of staying ahead of the curve in today's competitive market. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With a reputation for delivering innovative solutions that meet the unique needs of regional businesses like yours, we're proud to serve companies throughout Tenterfield, New South Wales, Australia and beyond. Our team of experienced engineers and product developers brings a collaborative approach to every project, working closely with clients to understand their goals and challenges. By combining our expertise in engineering and product development, we help businesses in Tenterfield, New South Wales, Australia thrive by providing reliable, effective solutions that drive growth and profitability. COLETEK's national reputation has been built on the strength of our partnerships with companies across a range of industries. We're not just another consulting firm – we're a trusted partner that can help you navigate complex technical challenges, identify opportunities for innovation, and drive success in a rapidly changing market. By choosing to work with COLTEK, businesses in Tenterfield, New South Wales, Australia can leverage our expertise to stay ahead of the curve and achieve their goals. Whether you're looking to develop new products, improve existing processes, or expand your operations into new markets, we're here to support you every step of the way. As a locally focused company with a national presence, COLETEK is uniquely positioned to serve businesses in Tenterfield, New South Wales, Australia and throughout Australia. When it comes to engineering and product development, there's no substitute for experience, innovation, and a deep understanding of your unique needs. That's why businesses in Tenterfield, New South Wales, Australia turn to COLTEK as their trusted partner for success. So why wait? Let's build something remarkable together.