AI & Machine Learning Services for Speers Point 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 forSpeers Point 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 Speers Point 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 forSpeers Point 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.

Local Support and Expertise for Speers Point, East Lake Maquarie, New South Wales, Australia

As a trusted Australian company, COLETEK is committed to supporting the growth of small businesses and local communities in regions like Speers Point, East Lake Maquarie, in New South Wales. Our team understands the unique challenges facing entrepreneurs and business owners in this picturesque area known for its natural beauty and strong sense of community. With years of experience working with companies from diverse industries, we've developed a deep understanding of what it takes for businesses to thrive in Speers Point. We're proud of our national reach and reputation for delivering innovative solutions that drive results. Our local presence ensures that your business receives the personalized attention it deserves, without sacrificing the benefits of partnering with a larger organization. In an era where digital transformation is reshaping the marketplace, COLETEK stands out as a trusted partner that not only understands the latest technologies but also has a genuine commitment to the well-being of our clients. By leveraging our expertise in areas such as operations management, data analytics, and strategic planning, we empower businesses like yours to make informed decisions, drive growth, and build resilience against market fluctuations. Speers Point is a hub for entrepreneurs and small business owners who are passionate about contributing to their local community's prosperity. At COLETEK, we proudly serve this region with locally focused expertise that acknowledges the distinct character of Speers Point, East Lake Maquarie, New South Wales, Australia. Our dedication to delivering exceptional results on behalf of our clients has earned us a reputation as trusted advisors and allies in the Australian business landscape. When seeking guidance or support for your company's growth ambitions, it's essential to partner with an organization that truly knows the local environment, challenges, and opportunities facing businesses like yours in Speers Point. That's where we come in – COLETEK is committed to being your go-to-partner, providing unparalleled support and expertise to help you achieve your goals. Contact Us