AI & Machine Learning Services for The Hatch 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 The Hatch 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 The Hatch 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 The Hatch 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 engineering and product development company based in The Hatch, New South Wales, Australia, COLETEK has been serving businesses across the region for nearly two decades. Our multidisciplinary team of experts is passionate about partnering with local entrepreneurs and corporate leaders to drive innovation and growth.

Since our inception in 2001, we've established a national reputation for delivering reliable solutions that meet the unique needs of our clients. This commitment to excellence has earned us partnerships with organizations from a wide range of industries – from technology and healthcare to manufacturing and beyond.

The Hatch is a thriving community with a strong focus on innovation and entrepreneurship. As a local business owner or decision-maker, you're likely looking for solutions that will help your organization stay ahead of the curve. That's where COLETEK comes in. Our team has extensive experience working with businesses like yours to develop custom products and services that drive results.

We believe that collaboration is key to achieving true success. By bringing together experts from various disciplines, we create a unique synergy that allows us to tackle even the most complex challenges. This dedication to partnership has earned us a reputation as a trusted advisor, always available to provide guidance and support throughout The Hatch, New South Wales, Australia.

Our capabilities are truly multidisciplinary – incorporating engineering, product development, and innovative thinking. When you work with COLETEK, you can trust that we'll leverage our expertise to identify innovative solutions that meet your specific needs, serving businesses across The Hatch, New South Wales, Australia and beyond.

If you're seeking a trusted partner to help drive your business forward in The Hatch, New South Wales, Australia, look no further than COLETEK. Our team is ready to collaborate with you to create remarkable results.