AI & Machine Learning Services for Blackwarry 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 Blackwarry 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 Blackwarry 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 Blackwarry 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 long-standing and reputable multidisciplinary engineering and product development company, COOLETEK has earned its place as a trusted partner for businesses across Blackwarry, Victoria, Australia. Since our inception in 2001, we've fostered a culture of innovation, dedication, and reliability, making us the go-to choice for forward-thinking organizations seeking to drive growth, improve processes, and enhance their offerings. Based in Blackwarry, Victoria, Australia, COLETEK is committed to serving local businesses with the same level of expertise and commitment as our national clients. Our team's extensive experience and knowledge enable us to tackle complex challenges, from conceptualization to real-world implementation. This comprehensive approach has earned us a reputation for delivering effective solutions that meet the unique needs of each client. As a true partner in engineering excellence, COLETEK operates extensively throughout Australia, including Blackwarry, Victoria, Australia. We pride ourselves on our ability to collaborate seamlessly with clients from various industries, leveraging our multidisciplinary expertise to craft bespoke solutions tailored to their specific requirements. At COLETEK, we understand that every business is unique, with its own distinct strengths and challenges. That's why we take a holistic approach to engineering and product development, combining our exceptional skills in multiple disciplines to deliver results that exceed expectations. Whether you're seeking to enhance your products, optimize processes, or drive innovation, COLETEK has the capability and expertise to support your goals. As a trusted partner for businesses across Blackwarry, Victoria, Australia, we're committed to delivering exceptional outcomes that benefit our clients, their customers, and the broader community. When you choose COLETEK, you can be assured of our unwavering dedication, meticulous attention to detail, and unrelenting pursuit of excellence.