AI & Machine Learning Services for Apsley 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 Apsley 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 Apsley 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 Apsley 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 pride ourselves on being a trusted partner to businesses across Apsley, Victoria, Australia, and throughout the nation. As a multidisciplinary Australian engineering and product development company established in 2001, our expertise spans numerous industries and sectors. Based in Apsley, Victoria, Australia, we understand the unique challenges and opportunities faced by local entrepreneurs and family-owned businesses. Our reputation for reliability, collaboration, and capability has been built over years of delivering innovative solutions to clients across various markets. Whether you're an established player or an entrepreneurial upstart, our team is committed to helping you overcome the hurdles and achieve your goals. With a deep understanding of Apsley's vibrant business landscape, we're well-positioned to support local companies in achieving their aspirations. COLETEK's engineers and product developers thrive in environments where technical expertise meets creativity. We excel at navigating complex problems, leveraging our experience in product design, development, and implementation to deliver cutting-edge solutions that drive results. Our partnerships with businesses across Apsley, Victoria, Australia, are built on a foundation of trust, transparency, and open communication. As we operate throughout the nation, including right here in Apsley, Victoria, Australia, our commitment to putting clients first guides everything we do. We're not just an engineering firm; we're your partner in innovation, driven by a shared desire to transform businesses and communities for the better. So, if you're looking for a trusted and innovative partner to support your business in Apsley, Victoria, Australia, or beyond, look no further than COLETEK. Let's build something remarkable together.