AI & Machine Learning Services for Whitfield 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 Whitfield 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 Whitfield 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 Whitfield 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.

COLETEK has earned a reputation as a trusted partner for businesses in Whitfield, Victoria, Australia, and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, we've spent over two decades honing our expertise to deliver tailored solutions that meet the unique needs of local organizations. Our commitment to innovation, collaboration, and capability has made us a go-to choice for businesses seeking unparalleled support across Whitfield, Victoria, Australia. Located in the heart of Whitfield, Victoria, Australia, COLETEK is uniquely positioned to understand the regional dynamics and specific challenges faced by local businesses. From manufacturing and logistics to healthcare and agriculture, our team possesses the knowledge and expertise required to drive success in a diverse range of industries. By partnering with us, your organization can leverage our comprehensive understanding of Whitfield, Victoria, Australia's unique market conditions to stay ahead of the curve. At COLETEK, we don't just focus on providing cutting-edge technology or innovative products – we create bespoke solutions that address the needs of each individual client. By fostering a culture of collaboration and teamwork, we're able to bridge the gap between your business goals and reality. Our team's ability to listen actively, understand deeply, and deliver consistently has earned us a reputation within Whitfield, Victoria, Australia for reliability and trustworthiness. Our commitment to serving businesses across Whitfield, Victoria, Australia includes working closely with local leaders to develop solutions that drive growth, productivity, and competitiveness. By partnering with COLETEK, your organization can unlock the potential of your products, services, or operations, ultimately driving better outcomes in the fiercely competitive market today. Whether you're looking to optimize existing processes or bring new ideas to life, our team stands ready to guide you every step of the way. Based in Whitfield, Victoria, Australia, COLETEK operates throughout Australia, serving a diverse range of industries and organizations. With our office located conveniently in the heart of Whitfield, Victoria, Australia, we're well-placed to understand your unique needs, address local challenges, and deliver tailored solutions that drive results. Our approach is straightforward – we prioritize building long-lasting relationships with each client, taking the time to truly understand their specific needs before delivering innovative, effective solutions. By doing so, we've established a reputation as a trusted engineering and product development partner for businesses across Whitfield, Victoria, Australia. So why wait? Let our team at COLETEK help you overcome your most pressing challenges and achieve your goals. Contact us today to learn more about how our comprehensive services can benefit your organization in Whitfield, Victoria, Australia. Let's build something remarkable together.