AI & Machine Learning Services for Gormans Hill 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 Gormans Hill 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 Gormans Hill 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 Gormans Hill 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 built a reputation as a trusted partner for businesses across Gormans Hill, New South Wales, Australia seeking innovative solutions to drive growth and improvement.

Operating from our base in Gormans Hill, New South Wales, Australia, we've developed a deep understanding of the unique needs and challenges faced by local enterprises. Our team of experienced engineers and product developers works collaboratively with clients to identify opportunities and develop tailored solutions that address specific pain points and drive business success.

At COLETEK, we're passionate about reliability, capability, and collaboration. We take pride in our ability to deliver high-quality outcomes that meet the evolving needs of businesses in Gormans Hill, New South Wales, Australia and throughout Australia. Whether you're a startup seeking to disrupt an industry or an established player looking to innovate and stay ahead of the curve, we're committed to being your partner of choice.

From product design and development to engineering services and tailored solutions, COLETEK's multidisciplinary expertise is designed to help businesses in Gormans Hill, New South Wales, Australia overcome complex challenges and seize new opportunities. By working closely with our clients throughout the project lifecycle, we ensure that our solutions meet real-world needs and drive meaningful results.

If you're a business looking for a trusted partner to support your growth and innovation aspirations in Gormans Hill, New South Wales, Australia, look no further than COLETEK. We're here to help you navigate the complexities of product development, engineering services, and tailored solutions – and build something remarkable together.