AI & Machine Learning Services for Palerang 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 Palerang 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 Palerang 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 Palerang 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 respected multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation for delivering exceptional results across industries and regions. Headquartered in Australia, we're proud to serve businesses across Palerang, New South Wales, Australia, and beyond. Our expertise spans a wide range of fields, from mechanical and electrical engineering to materials science and product design. With years of experience working with companies large and small, COLETEK has developed a unique ability to understand the specific challenges faced by local businesses in Palerang, New South Wales, Australia. We recognize that every organization is distinct, with its own set of needs, goals, and objectives. That's why we take a collaborative approach, working closely with our clients to develop tailored solutions that meet their unique requirements. At COLETEK, we're driven by a passion for innovation, a commitment to excellence, and a dedication to delivering exceptional results. Our multidisciplinary team combines expertise from multiple fields to develop innovative products and solutions that meet the most demanding specifications. With a national reputation built on reliability, trust, and capability, we've earned the respect of our clients across Palerang, New South Wales, Australia. As a local business or entrepreneur operating in Palerang, New South Wales, Australia, you need a partner who understands your unique context, challenges, and goals. That's where COLETEK comes in – we're based in the same region as you and have the expertise to support you every step of the way. Our experienced engineers and product developers will work with you to develop innovative solutions that drive growth, efficiency, and profitability. Whether you're looking to launch a new product, optimize existing processes, or simply overcome technical challenges, COLETEK is your trusted partner in Palerang, New South Wales, Australia. We take pride in our ability to support businesses of all sizes, from start-ups to established corporations. Let us put our expertise and experience to work for you.