AI & Machine Learning Services for Crookwell 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 forCrookwell 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 Crookwell 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 forCrookwell 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.

Servicing Crookwell and the Central Tablelands: Trusted Expertise for Your Local Business Needs

In the heart of New South Wales, Australia's picturesque Central Tablelands, lies the charming town of Crookwell. This thriving community is surrounded by rolling hills, lush pastures, and a strong sense of rural pride. As a local business owner in Crookwell or the surrounding area, you understand the importance of having reliable partners to help you navigate the ever-changing commercial landscape.

That's where COLETEK comes in – a trusted Australian company with years of experience in delivering innovative solutions for businesses just like yours. With a national presence and deep understanding of local markets, we're committed to empowering entrepreneurs across Crookwell and the Central Tablelands to exceed their goals.

Crookwell, known for its rich farming heritage and strong community ties, faces unique challenges in today's fast-paced business environment. COLETEK is honored to be a part of this community, working closely with local businesses to help overcome the hurdles they face and capitalize on emerging opportunities.

As a locally-grounded company with a national reach, we've developed an in-depth understanding of the regions within which our clients operate. Our team is dedicated to providing tailored support, leveraging our expertise and extensive network to drive success for your Crookwell-based business.

Crookwell's small-town charm and warm community spirit are cornerstones of its character, and we're committed to mirroring that approach in our dealings with local businesses. You can count on COLETEK to be a reliable ally, always available to offer guidance, advice, or simply lend an ear when the going gets tough.

We believe that by investing time and effort into understanding the distinct needs of Crookwell's business community, we can create lasting value for our clients and help shape the region's future. Whether you're a start-up seeking to make your mark or a seasoned entrepreneur looking to adapt to changing market conditions, COLETEK stands ready to support you every step of the way.

So why wait? Let us join forces with you, leveraging our local knowledge, national expertise, and commitment to trust to drive real results for your Crookwell-based business. Contact Us