AI & Machine Learning Services for Middle Arm 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 Arm 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 Arm 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 Arm 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 passionate about harnessing the power of engineering to drive innovation and growth for businesses in Middle Arm, New South Wales, Australia — and across the nation.

Based in Middle Arm, New South Wales, Australia since 2001, our company has built a reputation as a trusted multidisciplinary Australian engineering and product development leader. Over the years, we've honed our expertise in creating tailored solutions that meet the unique needs of local businesses.

We're proud to serve companies across Middle Arm, New South Wales, Australia, offering exceptional reliability and collaboration capabilities that empower them to achieve their goals. Our team is committed to understanding your specific challenges and delivering high-calibre engineering solutions that exceed expectations.

By partnering with COLETEK, you'll gain access to a wealth of knowledge, expertise, and resources tailored to the Middle Arm, New South Wales, Australia market. We're committed to empowering local businesses like yours, providing the capability and support required to succeed in an ever-evolving landscape.

We understand that every business is unique, with distinct needs and objectives. That's why we take a flexible approach to engineering and product development, working closely with clients across Middle Arm, New South Wales, Australia to deliver bespoke solutions that drive results.

At COLETEK, we're dedicated to helping businesses in Middle Arm, New South Wales, Australia thrive through innovative engineering and product development expertise. Let us bring our capabilities to your doorstep, providing the trusted guidance and support you need to achieve success.