AI & Machine Learning Services for Hazelgrove 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 Hazelgrove 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 Hazelgrove 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 Hazelgrove 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for being a trusted partner in the innovation journey of businesses across Hazelgrove, New South Wales, Australia. With years of experience in solving complex problems and turning ideas into reality, we're uniquely positioned to support local companies like yours.

Our team is based in Hazelgrove, New South Wales, Australia, which allows us to stay close to the community we serve. We take pride in our ability to collaborate with businesses throughout the region, from small startups to larger corporations, providing customized solutions that meet their unique needs and goals. Whether you're looking to improve your product or service offering, optimize operations, or gain a competitive edge, we're committed to helping you achieve success.

At COLETEK, we believe that every business has the potential to make a meaningful impact in its community. That's why we prioritize building strong relationships with our clients, grounded in mutual respect and trust. By working together, we can turn your most ambitious ideas into tangible outcomes that benefit both your organization and the local community you serve.

In an increasingly complex and ever-changing business landscape, it's more important than ever to partner with a company that shares your values, is invested in your success, and has the expertise to help you navigate challenges. As a leading provider of engineering and product development services operating throughout Hazelgrove, New South Wales, Australia, we're dedicated to serving as a trusted advisor, collaborator, and driving force behind the innovative spirit of local businesses like yours.

So why choose COLETEK for your business in Hazelgrove, New South Wales, Australia? Simply put, our commitment to reliability, innovation, and collaboration sets us apart from other engineering and product development companies. Join forces with a partner that truly understands the unique challenges and opportunities facing businesses in your community, and let's work together to build something remarkable – one innovative solution at a time.