AI & Machine Learning Services for Byng 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 forByng 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 Byng 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 forByng 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.

Connecting Local Businesses in Byng, Central Tablelands: Your Trusted Partner in New South Wales

As a localised business in Byng, Central Tablelands, New South Wales, Australia, you understand the importance of having strong supports behind your entrepreneurial endeavors. COLETEK is an Aussie-owned company that shares this vision and is dedicated to empowering businesses like yours in this thriving region. For decades, we've prided ourselves on being a trusted partner for local ventures seeking growth and prosperity. Nestled within the picturesque NSW countryside, Byng boasts a strong sense of community, with many residents committed to supporting each other through good times and challenging ones. To thrive amidst this welcoming backdrop, it's crucial to have reliable allies who understand the unique needs and nuances of our regional economy. This is where COLETEK steps in – an experienced company with a national reach that spans from the bustling cities to the heartland communities. Our expertise extends beyond urban borders, as we acknowledge the distinct qualities and challenges facing businesses in Central Tablelands, Byng, and surrounding areas. We've developed extensive knowledge about local market conditions, regional trends, and the idiosyncrasies of our community's economic fabric – allowing us to offer tailored support designed specifically for this region. At COLETEK, we're committed to fostering trust through genuine relationships, empowering innovation, and leveraging our local footprint to drive growth. We're passionate advocates for entrepreneurs seeking opportunities in Byng, knowing that every business has a unique story to tell. Our doors are open to new ideas, and we're always eager to share our expertise with those looking to grow their operations. Our dedication to delivering exceptional services, combined with deep roots within the local community, sets us apart from other players. We're not just another faceless corporate entity; rather, we're a trusted partner living and breathing the same values as your business: integrity, hard work, and a genuine passion for the success of this region. Now, it's time to take the next step in growing your Byng-based venture. Join forces with COLETEK – an Australian company that truly understands the importance of building strong bonds within our local community. Together, we can seize new opportunities, overcome challenges, and celebrate triumphs as one. Are you ready to unleash your business's full potential? Let's connect – Contact Us