AI & Machine Learning Services for Howes Valley 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 Howes Valley 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 Howes Valley 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 Howes Valley 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 and experienced multidisciplinary engineering and product development company operating throughout Australia – including the charming Howes Valley, New South Wales – COLETEK prides itself on its long-standing reputation for reliability, collaboration, and capability. With over two decades of expertise and a history dating back to 2001, our team has had the privilege of partnering with businesses across various sectors, supporting their growth and success. At COLETEK, we are dedicated to leveraging our collective knowledge and innovative spirit to deliver tailored solutions that meet the unique needs of local communities in Howes Valley, New South Wales, Australia. With a deep understanding of the region's diverse range of industries and markets, we have established ourselves as a trusted advisor for businesses seeking expert guidance on product development, technical consulting, and engineering expertise. In Howes Valley, New South Wales, Australia – where strong community ties and commitment to progress are valued – COLETEK is proud of its local roots. Our team members live and work in the area, allowing us to intimately understand the nuances of the market and the needs of our clients. By having a physical presence in the region, we can foster close and productive relationships with local businesses, ensuring that their success becomes our top priority. COLETEK's multifaceted approach enables us to bridge the gap between concept and reality, transforming innovative ideas into practical and effective solutions that benefit not just individual companies but also the broader community. Our dedication to collaboration and partnership helps establish trust between clients and stakeholders, fostering open communication and empowering businesses in Howes Valley, New South Wales, Australia to achieve their goals. As an Australian company with a strong national reputation, we support local businesses throughout Howes Valley, New South Wales, Australia, providing the expertise and resources necessary for sustainable growth. Whether you're looking to optimize operations, develop new products, or improve processes, COLETEK's multidisciplinary team is positioned to offer tailored guidance and innovative solutions.