AI & Machine Learning Services for Hillsdale 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 Hillsdale 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 Hillsdale 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 Hillsdale 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 national engineering and product development company based in Hillsdale, New South Wales, Australia, COLETEK is proud to serve businesses across this picturesque region. With over 20 years of experience in delivering innovative solutions, we've earned a reputation for reliability, collaboration, and capability that sets us apart. At COLETEK, our multidisciplinary team of expert engineers and developers has been established since 2001, with a commitment to excellence in everything we do. By combining cutting-edge technologies with deep industry insights, we help businesses in Hillsdale, New South Wales, Australia thrive by developing tailored engineering and product development solutions that meet their unique needs. As your partner for innovation and growth, we believe in fostering strong relationships with our clients, understanding their challenges, and working together to overcome them. Our collaborative approach empowers businesses across Hillsdale, New South Wales, Australia to drive progress, build new opportunities, and stay ahead of the curve. With COLETEK as your trusted advisor, you can count on expert guidance every step of the way – from concept development to product launch and beyond. We bring unparalleled expertise in engineering design, prototyping, testing, and manufacturing to help local businesses in Hillsdale, New South Wales, Australia overcome any obstacle and achieve their goals. Whether you're looking to develop a new product or process, improve operational efficiency, or expand your market reach, COLETEK is dedicated to serving the unique needs of businesses based in Hillsdale, New South Wales, Australia. Our team is committed to delivering outstanding results that exceed expectations – and we'd love the opportunity to bring our expertise to your project. So why wait? Discover how COletek can help you achieve remarkable outcomes with a trusted partner in engineering excellence for Hillsdale, New South Wales, Australia.