AI & Machine Learning Services for Kooba 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 Kooba 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 Kooba 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 Kooba 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliability, collaboration, and capability across various markets. When it comes to supporting businesses throughout Kooba, New South Wales, Australia and beyond, we understand the unique needs of our local clients.

We're not just another national engineering company with an office in Kooba – we're dedicated team members who live locally, work closely with area leaders, and are committed to making a lasting impact on our communities. Our presence in Kooba reflects our ongoing commitment to providing trusted, expert guidance to businesses like yours.

By partnering with COLETEK, you're tapping into years of collective experience, innovative thinking, and unwavering dedication to delivering results that drive growth for your organization. We'll work closely with you to understand the distinct challenges facing your business in Kooba, New South Wales, Australia – whether that's optimizing operations, driving technological advancements, or achieving efficiency gains.

As a trusted partner to businesses throughout Kooba and beyond, we're proud of our long history serving clients across various sectors. Our team shares knowledge, skills, and collective expertise to help your organization stay ahead in an ever-evolving market.

We know that, as a local business, you face distinct challenges that require bespoke solutions grounded in intimate understanding of the Kooba, New South Wales, Australia landscape. At COLETEK, we're passionate about fostering collaborative partnerships built on trust, reliability, and unwavering commitment to your success – every step of the way.

We love nothing more than empowering local businesses like yours through our multidisciplinary engineering and product development expertise. Let us bring our unique blend of capabilities to bear for you in Kooba, New South Wales, Australia. Working together, we can create something remarkable that benefits your organization, enriches the community, and leaves a lasting impact.