AI & Machine Learning Services for Garema 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 Garema 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 Garema 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 Garema 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our reputation as a trusted partner has been built on our ability to deliver innovative solutions that drive growth for businesses across Garema, New South Wales, Australia and throughout the nation. As a local player with national reach, we're committed to supporting entrepreneurs, startups, and established businesses in Garema, New South Wales, Australia. Our collaborative approach ensures that your unique needs are met, and our expertise is tailored to help you overcome any engineering or product development challenges you may face. With years of experience serving businesses from all corners of the country, we're well-equipped to provide reliable support for those based in Garema, New South Wales, Australia. What sets us apart? Our passion for innovative problem-solving, our commitment to collaboration, and our capability to deliver solutions that meet even the most complex engineering challenges. We're not just experts in product development; we're also dedicated partners who will work closely with you to understand your needs and goals. Our teams of engineers, designers, and innovators are based in Garema, New South Wales, Australia, which allows us to stay close to our clients and their projects. This proximity and deep understanding of local market conditions enable us to provide tailored solutions that meet the specific needs of businesses operating throughout Garema, New South Wales, Australia. By partnering with COLETEK, you can rest assured that your business will have access to cutting-edge expertise, efficient project management, and a track record of delivering successful outcomes. Whether you're looking to innovate, disrupt, or simply improve operations, we're here to help you achieve your objectives. So why wait? Let's build something remarkable together.