AI & Machine Learning Services for Glengarry West 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 Glengarry West 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 Glengarry West 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 Glengarry West 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've been empowering businesses across Glengarry West, Victoria, Australia and beyond with innovative engineering solutions since 2001. As a multidisciplinary Australian engineering and product development company, our expertise spans multiple industries, from manufacturing and construction to healthcare and agriculture. Based in Glengarry West, Victoria, Australia, we're uniquely positioned to understand the local market and industry trends. Our team of experienced engineers and product developers works closely with clients across the region to develop reliable, collaborative, and capable solutions that meet their unique needs. We take pride in our reputation for trustworthiness, and it's this commitment to excellence that sets us apart from other engineering firms operating throughout Victoria. Whether you're an established business or just starting out, we'll work tirelessly with you to deliver exceptional results and achieve your goals. From product design and prototyping to testing and validation, our comprehensive engineering services ensure that your project is executed flawlessly. With COLETEK on your side, you can rest assured that your business will thrive in the competitive landscape of Glengarry West, Victoria, Australia. In addition to our top-notch engineering expertise, we're committed to fostering strong relationships with our clients and partners in the community. By taking a collaborative approach to problem-solving, we empower your organization to innovate, adapt, and grow amidst ever-changing market conditions. So why choose COLETEK for your engineering needs? Because you deserve a trusted partner that understands your industry, your challenges, and your goals. With our deep-rooted knowledge of the local market, combined with our national reputation for excellence, we’re confident that we can make a tangible difference in your business's success.