AI & Machine Learning Services for Pitfield 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 Pitfield 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 Pitfield 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 Pitfield 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 hub of activity and economic growth, Pitfield, Victoria, Australia is an exciting place to do business. With its unique blend of traditional industries and emerging sectors, the region presents endless opportunities for innovative companies like COLETEK. As a multidisciplinary Australian engineering and product development company established in 2001, we're proud to bring our expertise and resources to the table, empowering local businesses to thrive. With over two decades of experience, we've built a reputation as trusted advisors and partners across various sectors. Our team comprises experts in engineering, design, and product development, working together to create tailored solutions that drive real-world impact. COLETEK's innovation is not just about technology; it's about understanding the complex needs of our clients and crafting effective approaches that overcome the challenges they face. When you partner with us, you can expect a collaborative experience built on transparency, reliability, and open communication. Our dedicated team operating throughout Pitfield, Victoria, Australia is equipped to handle diverse projects, from concept development to production and implementation. We're not just engineers; we're problem-solvers, taking the time to understand your business goals and craft customized solutions that meet your unique needs. COLETEK has earned a reputation as a trusted national player in the engineering and product development space. Our expertise extends far beyond Pitfield, Victoria, Australia, but our commitment to collaboration and partnership remains unwavering. Whether you're an established business looking to drive innovation or a start-up seeking to disrupt the status quo, we're here to support your journey every step of the way. So why wait? Let us harness our collective expertise in engineering and product development to propel your Pitfield, Victoria, Australia-based business forward. Together, let's create something remarkable – join forces with COLETEK today!