AI & Machine Learning Services for Pembrooke 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 forPembrooke 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 Pembrooke 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 forPembrooke 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.

Pembrooke, Mid North Coast, New South Wales: COLETEK's Cornerstone in Regional Business Development

Pembrooke, nestled along the picturesque Mid North Coast of New South Wales, is a thriving hub of industries and communities that rely on dependable partners to help them grow. Amidst this vibrant landscape, COLETEK establishes its foundation, fostering strong ties with local businesses and entrepreneurs who deserve unwavering support. COLETEK's reputation as a trusted Australian company stems from decades of commitment to its regional clients across the country. Our roots dig deep into the heart of Pembrooke, reflecting our dedication to being an integral part of this dynamic community's success.

As a trusted ally in Pembrooke, we understand the unique needs and challenges that arise when doing business locally. COLETEK leverages its nationwide reach and collective expertise to offer tailored solutions that address specific regional concerns, such as resource management, infrastructure development, and sustainable growth strategies.

With an unwavering commitment to innovation, COLETEK continuously invests in research, technology, and talent to push the boundaries of what's possible. By embracing this innovative spirit, we empower local businesses like yours to navigate the complexities of modern commerce and seize opportunities for long-term prosperity.

Pembrooke, being a vital part of Australia's rich heritage, relies on COLETEK as its partner in driving forward progressive initiatives that prioritize community engagement, environmental stewardship, and social inclusivity. We acknowledge the privilege it is to work alongside local leaders, innovators, and change-makers who share our passion for making a lasting impact.

Our steadfast presence in Pembrooke demonstrates our commitment to the region's development, fostering long-term relationships built on trust, understanding, and mutual respect. COLETEK acknowledges that every local business has its distinct story, aspirations, and struggles. As such, we strive to provide targeted support tailored to your unique needs, empowering you to reach new heights.

By choosing COLETEK as your trusted partner in Pembrooke's Mid North Coast, rest assured that you're aligning with a company dedicated to the region's growth, resilience, and progress. Let us guide you through the ever-changing landscape of regional business development and help you flourish in this thriving community.

Now, let's work together to shape the future of Pembrooke! Contact Us