AI & Machine Learning Services for Laggan 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 Laggan 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 Laggan 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 Laggan 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.

As the heart of regional New South Wales, Laggan is a thriving community that benefits from the services of trusted engineering and product development companies like COLETEK. Established in 2001, COLETEK has built a reputation across Australia as a multidisciplinary partner capable of delivering innovative solutions to businesses spanning multiple industries. Based in Laggan, New South Wales, Australia, our team operates throughout this region, serving businesses of all sizes with reliable and collaborative expertise. Whether you're looking to optimize operations, enhance product offerings, or improve supply chain efficiency, we'll leverage our engineering prowess to help you achieve your goals. COLETEK's extensive experience in product development has equipped us with the capability to tackle complex challenges across various sectors. We've had the privilege of working alongside organisations from diverse backgrounds, and we're committed to continuing this support for businesses in Laggan, New South Wales, Australia and beyond. We understand that each business is unique, and our expertise lies not only in delivering innovative products and services but also in forging strong relationships with local operators. By fostering these partnerships, we empower regional growth and prosperity while ensuring the success of the organisations we serve. At COletek, we pride ourselves on being a trusted partner to businesses across Laggan, New South Wales, Australia. Our collaborative approach ensures that our solutions are tailored to meet your specific needs, addressing the nuances of your industry or market. As you navigate the complexities of the modern business landscape, turn to COLTEK for reliable guidance and exceptional capabilities that can drive your prosperity. With a proven track record of achievement and a commitment to excellence in Laggan, New South Wales, Australia and nationwide, we're confident that together, we can build something remarkable.