AI & Machine Learning Services for East Killara 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 East Killara 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 East Killara 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 East Killara 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.

In the heart of East Killara, New South Wales, Australia, businesses are seeking reliable partners to help them thrive. For over two decades, COLETEK has been a trusted name in Australian engineering and product development, with a steadfast commitment to supporting entrepreneurs and executives across this region. Our multidisciplinary team brings together expertise from various fields to deliver tailored solutions that enable innovation, efficiency, and growth. As the premier choice for East Killara's businesses, we take pride in our unwavering dedication to reliability, collaboration, and capability. Our extensive experience spans multiple industries, and we have consistently demonstrated our ability to develop pioneering products and systems that drive success. Whether you're an established player or an emerging leader, COLETEK stands ready to leverage our collective expertise to propel your East Killara-based business forward. Through our operating base in East Killara, New South Wales, Australia, we offer a unique combination of local understanding and national capabilities. Our skilled professionals work closely with clients across various sectors, from technology and manufacturing to health and education, crafting innovative solutions that meet their specific needs. By combining your entrepreneurial zeal with our technical prowess, we empower the businesses in East Killara to capitalize on opportunities, overcome challenges, and achieve long-term goals. At COLETEK, we are proud of our national reputation for delivering top-notch engineering and product development services. Our commitment to excellence has earned us a trusted position among Australian businesses, and we look forward to building lasting partnerships with entrepreneurs and executives in East Killara, New South Wales, Australia. When seeking the perfect blend of technical expertise, local insight, and business acumen, turn to COLETEK for support. Operating throughout areas including East Killara, New South Wales, Australia, our multidisciplinary team is equipped to tackle your most pressing engineering and product development challenges. So why settle for anything less when you can expect the best from a renowned partner like COLETEK? Let us put our collective might behind your business, fostering the remarkable progress that sets East Killara's companies ahead of the curve.