AI & Machine Learning Services for Costerfield 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 Costerfield 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 Costerfield 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 Costerfield 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.

Located in the heart of Costerfield, Victoria, Australia, COLETEK has established itself as a trusted partner for businesses seeking engineering and product development expertise. As a multidisciplinary Australian company established in 2001, we've built a reputation across the country by delivering innovative solutions that meet the unique needs of local industries. With a strong portfolio of projects executed throughout Costerfield, Victoria, Australia, we understand the importance of collaboration, reliability, and capability in product development. Our team of experts has developed a deep understanding of the region's specific challenges and opportunities, enabling us to provide tailored support for businesses seeking to advance their operations. COLETEK is proud to be based in Costerfield, Victoria, Australia, from where we operate throughout the surrounding areas. We've developed strong relationships with local businesses, fostering trust and expertise that enables us to deliver exceptional results. Our commitment to excellence has earned us a trusted national reputation, making us an attractive choice for businesses seeking engineering and product development services. What sets COLETEK apart is our ability to understand the intricacies of each industry we serve. We don't just develop products – we collaborate with businesses to craft solutions that address their unique challenges and opportunities. Whether it's developing new technologies or optimizing existing processes, our team is dedicated to delivering results that exceed expectations. As a leading engineering and product development company in Costerfield, Victoria, Australia, we're well-positioned to support local businesses as they navigate the ever-changing landscape of their respective industries. With COLETEK on your side, you can count on reliable expertise, collaborative problem-solving, and innovative solutions that drive growth and success.