AI & Machine Learning Services for Knights 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 Knights 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 Knights 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 Knights 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.

When it comes to pioneering innovation and reliable engineering solutions, businesses in Knights Hill, New South Wales, Australia can count on COLETEK, a multidisciplinary Australian company established in 2001. With an unwavering commitment to excellence, we're well-respected for our cutting-edge capabilities across multiple industries.

As a trusted partner for product development and engineering services based in Knights Hill, New South Wales, Australia, we understand the unique challenges faced by local businesses. From start-ups to established companies, our team is dedicated to collaborating with clients to deliver tailored solutions that drive growth, efficiency, and success.

With extensive experience serving businesses across Knights Hill, New South Wales, Australia, COLETEK has earned a reputation for delivering results-oriented engineering and product development solutions. Our experts work closely with clients to identify their specific needs and create customized strategies that address their unique challenges.

We're proud to operate throughout Australia, including Knights Hill, New South Wales, Australia, offering our expertise to businesses seeking reliable partners in the field of engineering and product development. By leveraging our capabilities and resources, we empower local businesses to stay ahead of the curve, respond to changing market conditions, and capitalize on opportunities.

As a trusted name in Australian engineering and product development, COLETEK is committed to fostering long-term relationships with clients based in Knights Hill, New South Wales, Australia. Our team is dedicated to delivering exceptional results that exceed expectations, drive business growth, and contribute to the thriving community we serve.

To learn more about how COLETEK can help your business thrive, please don't hesitate to reach out. Whether you're exploring new opportunities or seeking support for an existing project, we're here to listen, collaborate, and build a lasting partnership with you.