AI & Machine Learning Services for Kembla Heights 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 Kembla Heights 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 Kembla Heights 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 Kembla Heights 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 national player in the engineering and product development space, COLETEK has been proudly serving businesses across Kembla Heights, New South Wales, Australia for over two decades. With our multidisciplinary team established in 2001, we've had the privilege of collaborating with local entrepreneurs and leaders to bring innovative ideas to life. At the heart of our approach lies a shared passion for engineering, product design, and development expertise. As a trusted partner, we're committed to delivering reliable solutions that support the growth ambitions of our clients across Kembla Heights, New South Wales, Australia and beyond. Our extensive experience has equipped us with the knowledge and capabilities to tackle complex challenges, driving meaningful results in diverse industries. What sets COLETEK apart? Our dedication to collaboration, innovation, and customer-centricity allows us to tailor our services to suit the unique needs of each business. Whether you're an established player or a startup looking to make waves, we're committed to empowering your success story through cutting-edge engineering and product development expertise. Based in Kembla Heights, New South Wales, Australia, we've had the privilege of serving businesses across this region and throughout Australia. Our local presence allows us to connect with you on a deeper level, understanding the unique dynamics at play in your market. By combining our national scope with our grassroots understanding of the Kembla Heights community, we're well-positioned to support your growth aspirations. As you navigate the ever-changing landscape of business and innovation, look to COLETEK as a trusted ally for guidance and executional expertise. We're excited about the prospect of working together to bring transformative ideas to life.