AI & Machine Learning Services for Atholwood 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 forAtholwood 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 Atholwood 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 forAtholwood 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.

Your Local Partner in Innovation: COLETEK Atholwood, North West Slopes, New South Wales, Australia

In the heart of the North West Slopes, we're proud to call Atholwood our home. This picturesque region is rich in history and natural beauty, with its stunning landscapes and small-town charm.

As a trusted Australian company, COLETEK has been privileged to establish itself as a respected player in this vibrant local community. Our long-standing presence here has enabled us to build lasting relationships with local businesses and organizations, who value our expertise, innovation, and commitment to their growth and success.

With roots firmly planted in Atholwood, we've grown into a national force, dedicated to empowering entrepreneurs, startups, and enterprises of all sizes across the country. Our vision is to be your trusted partner in harnessing the power of cutting-edge technology to drive real-world results and positive change.

As a genuine local presence, we understand the nuances of this region and are deeply invested in its future. We take pride in fostering homegrown talent, partnering with local suppliers, and contributing to the regional economy through job creation and skill development. Our passion is to help fellow locals thrive, just as we have.

In Atholwood, you'll find us engaged with the community, attending local events, sponsoring initiatives, and collaborating with valued partners to drive collective prosperity. With us, you can rest assured that your voices are heard, your needs are met, and your success is our top priority – now and forever!

Experience COLETEK's full depth of expertise as we walk alongside you on your unique business journey. Allow us to share our know-how in driving innovation, facilitating collaboration, and propelling growth across the North West Slopes.

In Atholwood, New South Wales, Australia, you'll find a team that not only understands but genuinely cares about this special corner of the country. We're here for the long haul, dedicated to building a better tomorrow, together. Contact Us