AI & Machine Learning Services for Port Albert 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 Port Albert 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 Port Albert 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 Port Albert 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're proud to say that our roots run deep in Australian soil. Based in Port Albert, Victoria, Australia, we've established ourselves as a multidisciplinary engineering and product development company with over two decades of experience. Our dedication to innovation and collaboration has earned us a trusted national reputation, allowing us to serve businesses throughout Port Albert, Victoria, Australia and beyond.

Nearby entrepreneurs and business owners know that COLETEK is the go-to partner for product design and engineering solutions. With our combined technical expertise, creativity, and passion, we've enabled numerous companies in the region to turn their ideas into reality. We understand the unique challenges faced by businesses in Port Albert, Victoria, Australia, where local culture, environment, and industry requirements come together.

At COLETEK, we're not just a technical provider; we're your trusted collaborator. Our team of engineers, product experts, and strategists work closely with clients to identify opportunities, develop custom solutions, and drive growth. We take pride in being able to tailor our approach to meet the distinct needs of businesses operating throughout Port Albert, Victoria, Australia.

With COLETEK on your side, you can be confident that you're working with a reliable partner who knows the local market inside out. Our collective expertise spans multiple engineering disciplines, allowing us to tackle complex problems and bring innovative ideas to fruition. As your trusted extension, we'll empower your business to thrive in this vibrant region.

Port Albert, Victoria, Australia is an exciting hub of entrepreneurship, innovation, and community connection – a perfect match for our collaborative and solution-focused approach. Whether you're looking to launch a new product, enhance operational efficiency, or expand your reach, we invite you to explore the COLETEK difference.