AI & Machine Learning Services for Long Flat 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 Long Flat 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 Long Flat 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 Long Flat 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 a leader in multidisciplinary Australian engineering and product development, COLETEK has been proudly serving businesses across Long Flat, New South Wales, Australia since 2001. With a reputation for reliability, collaboration, and capability, we've established ourselves as trusted partners in the region. Based in Long Flat, New South Wales, Australia, our team of experts is dedicated to delivering innovative engineering solutions that drive growth and success for local businesses. From concept design to prototyping and testing, we have the versatility to support organizations across diverse industries, helping them overcome unique challenges and seize new opportunities. Throughout Australia, COLETEK has built a national reputation for integrity, professionalism, and technical expertise. Our commitment to excellence is reflected in every project we undertake, whether it's developing cutting-edge products or optimizing processes for businesses in Long Flat, New South Wales, Australia. By leveraging our collective knowledge and experience, we empower clients to achieve their vision, overcome obstacles, and thrive in an ever-changing market. By working closely with local stakeholders, we're well-positioned to understand the specific needs of businesses in Long Flat, New South Wales, Australia. Our multidisciplinary team brings a diverse range of skills and expertise to the table, allowing us to tackle complex problems from multiple angles. This collaborative approach has led to numerous successful projects across various sectors, including manufacturing, healthcare, and agriculture. At COLETEK, we're passionate about building long-term relationships with our clients and stakeholders in Long Flat, New South Wales, Australia. Our commitment to reliability, adaptability, and innovation enables us to adapt to the unique needs of local businesses, supporting their continued growth and prosperity.