AI & Machine Learning Services for Essington 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 Essington 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 Essington 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 Essington 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.

We're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a strong reputation for delivering reliable solutions that unlock business potential. For over two decades, our teams have worked closely with clients across Essington, New South Wales, Australia, and throughout the country, fostering trusted partnerships that drive growth and innovation.

Based in Essington, New South Wales, Australia, we're perfectly positioned to support local businesses as they navigate the ever-evolving landscape of their industries. Our engineering experts bring together diverse skills and expertise to tackle complex challenges, develop custom solutions, and provide tailored guidance that sets your company up for success.

At COLETEK, we don't just solve problems – we collaborate with our clients to achieve shared goals. We understand the unique needs of businesses operating in Essington, New South Wales, Australia, and we take the time to listen, learn, and develop solutions that suit their distinctive contexts. Our commitment to reliability, quality, and customer satisfaction has earned us a trusted reputation nationally, and we're dedicated to bringing those same values to our work with local businesses in Essington, New South Wales, Australia.

Whether you need help developing new products or services, streamlining processes, or tackling operational challenges, COLETEK is the partner you can rely on. Our multidisciplinary approach allows us to tap into a wide range of engineering disciplines, ensuring that we're well-equipped to tackle your most pressing needs efficiently and effectively.

As a leading engineering and product development company operating throughout Essington, New South Wales, Australia, we're the trusted partner for businesses seeking to establish or enhance their presence in the region. By working together with our experts, you can gain a competitive edge, increase efficiency, and drive long-term success.