AI & Machine Learning Services for Tallimba 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 Tallimba 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 Tallimba 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 Tallimba 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 be a pioneering multidisciplinary engineering and product development company, serving businesses across Tallimba, New South Wales, Australia. Our journey began in 2001, driven by a passion for innovation and a commitment to delivering exceptional solutions. With our national reputation built on trust, reliability, and collaboration, we've become the go-to partner for companies seeking tailored engineering expertise.

As an integral part of the Tallimba community, COLETEK is dedicated to empowering local businesses by leveraging our capabilities in product development, mechanical engineering, civil engineering, and more. Our team's collective experience spans various industries, allowing us to bring a broad range of knowledge and insights to the table.

When you partner with us, you can expect top-notch service, unrelenting attention to detail, and genuine enthusiasm for getting things right. We operate throughout Tallimba, New South Wales, Australia, supporting local entrepreneurs, startup founders, and established business leaders in their pursuit of success.

We don't just talk about innovation – we've been innovating since day one. Our team is comprised of experienced engineers who know how to translate your ideas into reality. From conceptualization to execution, COLETEK's holistic approach ensures the delivery of remarkable products and solutions that exceed expectations.

If you're a business leader in Tallimba, New South Wales, Australia looking for a collaborative partner with a strong commitment to engineering expertise, look no further. Our capabilities are tailored to address the unique needs of local businesses like yours. Let us help you achieve your goals and push the boundaries of what's possible.