AI & Machine Learning Services for Kangaroobie 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 forKangaroobie 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 Kangaroobie 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 forKangaroobie 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.

Your Local Partner in Innovation and Trust: COLETEK

Located in the picturesque town of Kangaroobie, within the beautiful Central Tablelands region of New South Wales, Australia, COLETEK is a trusted company that understands the importance of supporting local businesses and communities. As a leading player in the industry, we pride ourselves on our expertise and innovative approach to delivering exceptional outcomes for our valued clients. As a locally-owned and operated business, we have a deep understanding of the unique needs and challenges faced by organizations in the Kangaroobie area. Our team is dedicated to providing tailored solutions that cater to the specific requirements of each individual business, ensuring that they can thrive in an ever-evolving market. With our national reach and extensive network, COLETEK has the expertise to support businesses of all sizes and industries. Whether our clients are just starting out or looking to expand their operations, we offer a range of innovative solutions that drive growth and success. Our team is passionate about building long-term relationships with local businesses, helping them navigate the complexities of the market, and providing guidance on best practices for improved performance. COLETEK is committed to fostering trust and transparency in all aspects of our operations. We believe in being open and honest with our clients, ensuring that they have a deep understanding of their projects and objectives. Our approach is centered around collaboration, communication, and mutual respect, which enables us to deliver exceptional results that exceed our clients' expectations. As a trusted partner for local businesses in the Kangaroobie area, we are dedicated to supporting the growth and development of the community. We engage with regional organizations, attend local events, and participate in initiatives that align with our values and mission. By strengthening our ties with the community, we can have a more profound and sustainable impact on the region's economic and social landscape. At COLETEK, we are proud to be part of the Kangaroobie fabric, working tirelessly to support local businesses and communities. If you're looking for a trusted advisor or partner to help drive your organization forward, look no further. Contact us today to learn more about how we can assist your business in achieving its goals. Contact Us