AI & Machine Learning Services for Middle Brother 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 Middle Brother 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 Middle Brother 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 Middle Brother 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 locally based company serving businesses across Middle Brother, New South Wales, Australia, we understand the importance of partnering with trusted advisors who can handle complex engineering and product development challenges. Our multidisciplinary approach ensures that we can deliver tailored solutions that meet your unique needs. Established in 2001, COLETEK has built a reputation as a dependable and innovative partner to businesses throughout Middle Brother, New South Wales, Australia and beyond. Our experience spans industries and sectors, allowing us to bring diverse perspectives and expertise to the table. With a focus on collaboration, we take the time to understand your business goals, challenges, and aspirations. As an engineering and product development company based in Middle Brother, New South Wales, Australia, we pride ourselves on our ability to listen, learn, and adapt to your specific requirements. Our team is dedicated to delivering reliable, effective solutions that meet even the most stringent standards. From concept to manufacture, we guide you through every stage of the process, ensuring that your product or service meets its full potential. In Middle Brother, New South Wales, Australia and throughout Australia, businesses face complex challenges that require innovative, tailored solutions. At COLETEK, we understand the importance of building strong relationships with our clients, centered on trust, transparency, and a deep understanding of their needs. By doing so, we create long-lasting partnerships that drive growth, prosperity, and success. Looking for trusted advisors to partner in your engineering or product development project? Our team at COLETEK is here to help. Located in Middle Brother, New South Wales, Australia, we stand ready to support your business throughout the entire process, from concept to launch.