AI & Machine Learning Services for Melinga 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 Melinga 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 Melinga 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 Melinga 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 trusted name in the engineering and product development space, COLETEK has been serving businesses across Melinga, New South Wales, Australia for over two decades. Since our establishment in 2001, we've demonstrated unwavering dedication to delivering exceptional results through collaborative efforts with local enterprises. Based in Melinga, New South Wales, Australia, our multidisciplinary team leverages cutting-edge expertise, innovative thinking, and a deep understanding of the region's unique needs. By fostering close relationships with clients, we tailor our solutions to drive tangible improvements in their operations and performance. COLETEK prides itself on its national reputation for reliability and capability. We operate throughout Australia, from regional centers like Melinga, New South Wales, Australia, to metropolitan hubs. Our expertise encompasses a broad spectrum of industries, ensuring that businesses across various sectors can confidently tap into our services. What sets COLETEK apart is our commitment to building lasting connections with our clients. We recognize that each organization has its unique challenges and goals. By working closely together, we co-create innovative solutions that not only solve immediate problems but also position our clients for long-term success. Whether you're a local business owner in Melinga, New South Wales, Australia or an entrepreneur looking to expand your operations nationwide, COLETEK is here to support your growth and prosperity. Our team is eager to collaborate with you, leveraging our collective expertise to drive meaningful outcomes that exceed your expectations.