AI & Machine Learning Services for Mitre 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 Mitre 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 Mitre 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 Mitre 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 trusted partner for businesses across Mitre, Victoria, Australia, as well as enterprises nationwide. Our multidisciplinary Australian engineering and product development company has been serving the nation's most innovative organizations since 2001. That means we bring over two decades of experience in delivering bespoke solutions that drive growth, boost efficiency, and transform industries. Headquartered in Mitre, Victoria, Australia, our team is intimately familiar with the unique challenges and opportunities facing local businesses. We've had the privilege of working closely with companies across various sectors, from manufacturing to healthcare, providing them with tailored engineering expertise to tackle their most pressing problems. Our reputation for reliability, collaboration, and capability has earned us a spot among the country's most respected product development companies. What sets COLETEK apart is our commitment to true partnership. We don't just offer off-the-shelf solutions; instead, we take the time to understand your specific needs, goals, and aspirations. Our team of experienced engineers and product developers will work side-by-side with you to design, prototype, test, and optimize innovative products that meet your exact requirements. Whether you're seeking to streamline operations, enhance customer experiences, or develop entirely new products, COLETEK is here to help. We operate throughout Mitre, Victoria, Australia, and serve businesses across various sectors, including but not limited to: * Manufacturing and production * Healthcare and medical technologies * Environmental sustainability and renewable energy * Transportation and logistics In today's fast-paced environment, it's crucial to have a trusted partner like COLETEK at your side. We're passionate about applying our collective expertise to help businesses in Mitre, Victoria, Australia and beyond achieve their full potential. Let’s build something remarkable together.