AI & Machine Learning Services for Ashby Heights 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 Ashby Heights 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 Ashby Heights 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 Ashby Heights 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 the heart of New South Wales, Australia lies Ashby Heights, a thriving community where local businesses strive to make their mark. As a multidisciplinary engineering and product development company since 2001, COLETEK has earned its trusted reputation nationwide for delivering exceptional results with reliability, innovation, and collaboration.

Situated in the midst of this vibrant business hub, Ashby Heights companies can count on us to provide unwavering support. Our experienced team works closely with local businesses across Ashby Heights, New South Wales, Australia, tackling complex challenges, streamlining operations, and driving growth. Our innovative approach helps companies like yours stay ahead of the curve.

We pride ourselves on our capability to understand clients' unique needs and tailor solutions that meet their precise requirements. By embracing cutting-edge engineering and development practices, we enable local Ashby Heights businesses like yours to excel in an increasingly competitive landscape. With a strong national footprint, COLETEK operates throughout Australia, serving companies of all sizes and sectors in Ashby Heights, New South Wales, Australia.

This expertise is not limited to product design or manufacturing; we foster collaborative partnerships with local businesses across various industries within Ashby Heights, New South Wales, Australia. Our objective is not simply to deliver a specific service but rather build long-term relationships based on trust and mutual understanding.

Whether you're seeking innovative solutions for process improvement or looking to optimize your organization's performance, COLETEK stands ready to empower local businesses in Ashby Heights, New South Wales, Australia. Our team of experts is committed to helping your business flourish.