AI & Machine Learning Services for Hazelwood South 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 Hazelwood South 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 Hazelwood South 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 Hazelwood South 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.

Situated in the heart of Australia's industrial and commercial hub, COLETEK has earned a reputation as a trusted and innovative multidisciplinary engineering and product development company. Established in 2001, we've been serving businesses across Hazelwood South, Victoria, Australia, delivering tailored solutions that meet their unique needs.

At COLETEK, our team of experienced engineers and developers take a collaborative approach to work with clients, ensuring their products are reliable, efficient, and designed to meet the challenges of their industry. With a strong national presence, we operate throughout Hazelwood South, Victoria, Australia, working closely with local businesses to overcome their engineering challenges.

As a multidisciplinary company, we don't just focus on one area; instead, our capabilities span multiple engineering disciplines, including mechanical, electrical, and systems engineering. This allows us to take a holistic view of clients' products and offer innovative solutions that often go beyond what would be expected from traditional consulting firms.

We understand the importance of building strong relationships with local businesses in Hazelwood South, Victoria, Australia. That's why we take the time to listen to their needs, offering flexible and agile support to overcome complex engineering challenges.

Whether you're looking for expert guidance on product development or require innovative solutions to improve your manufacturing process, COLETEK is here to help. Our team of experts operates throughout Hazelwood South, Victoria, Australia, working closely with local businesses to deliver results. Let us share our knowledge and expertise to drive success for your business.