AI & Machine Learning Services for Packsaddle 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 Packsaddle 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 Packsaddle 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 Packsaddle 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 trusted multidisciplinary Australian engineering and product development company, we take pride in our national reputation for reliability, collaboration, and capability. Since our establishment in 2001, COLETEK has had the privilege of working with businesses across Packsaddle, New South Wales, Australia, providing innovative solutions to overcome challenges and drive growth. Our experienced team is dedicated to delivering tailored support that addresses specific industry needs, from start-ups to established enterprises. Based in Packsaddle, New South Wales, Australia, we have a strong understanding of the unique requirements and opportunities that our local community presents. We believe that long-term success is built on relationships based on trust, communication, and shared values – values that underpin everything we do. Our commitment to building long-lasting partnerships with businesses in Packsaddle, New South Wales, Australia means that you can count on us to be a constant presence as your needs evolve. COLETEK's multidisciplinary approach allows us to work seamlessly across industries, disciplines, and jurisdictions, bringing together experts from multiple fields to tackle complex challenges. This enables us to provide a wide range of engineered solutions, from product development to system integration, that are tailored to the specific needs of businesses operating in Packsaddle, New South Wales, Australia. When you choose COLETEK as your trusted engineering partner in Packsaddle, New South Wales, Australia, you can be confident that our team will work closely with you to understand your business goals and objectives. We pride ourselves on being able to adapt to changing circumstances, providing the flexibility and scalability you need to stay ahead of the curve. As a local organization operating throughout Packsaddle, New South Wales, Australia, we are deeply invested in the prosperity and success of our community. Our goal is to help businesses like yours thrive by leveraging our expertise, creativity, and dedication to delivering exceptional results. Let us bring your vision to life with tailored engineering solutions that drive growth, improve efficiency, and make a lasting impact.