AI & Machine Learning Services for Gatum 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 Gatum 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 Gatum 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 Gatum 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 serve businesses in Gatum, Victoria, Australia and throughout the nation. With over two decades of experience and a reputation for innovation, our multidisciplinary Australian engineering and product development company has established itself as a trusted partner for local businesses seeking reliable solutions. Since 2001, we've operated from our base in Gatum, Victoria, Australia, supporting entrepreneurs, startups, and established companies alike. Our team of experts is dedicated to collaborating with clients to deliver custom-made products and services that drive growth, increase efficiency, and solve complex challenges. With a solid understanding of the local market, we're well-positioned to support businesses across Gatum, Victoria, Australia in achieving their goals. Our capabilities extend beyond traditional engineering disciplines, encompassing product development, design, testing, and manufacturing. This comprehensive approach enables us to take on projects that require integrated solutions, leveraging our collective expertise to develop novel products and processes. As a multidisciplinary firm based in Gatum, Victoria, Australia, we're uniquely equipped to tackle even the most ambitious projects and help local businesses remain competitive. What sets COLETEK apart is our commitment to delivering exceptional value through trusted relationships. We believe that effective collaboration is key to success, and we take pride in building strong bonds with clients across Gatum, Victoria, Australia. Our expertise is rooted in a deep understanding of the industries we serve, combined with a passion for innovation and a drive to deliver results. By partnering with COLETEK, businesses in Gatum, Victoria, Australia can rest assured that their needs will be met with speed, efficiency, and integrity. With our support, local entrepreneurs and business owners can focus on pursuing their passions, knowing that they have a trusted partner by their side.