AI & Machine Learning Services for Mcdougalls 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 Mcdougalls 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 Mcdougalls 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 Mcdougalls 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 Mcdougalls Hill, New South Wales, Australia. With a strong track record of delivering innovative solutions that exceed expectations, we're proud to serve a wide range of industries and clients right in the heart of Mcdougalls Hill.

This region is home to a diverse mix of small and medium-sized enterprises (SMEs) as well as larger organizations across various sectors. Our expertise spans multiple disciples, from mechanical and electrical engineering to product development and manufacturing – making us an ideal collaborator for local businesses seeking innovative solutions that drive growth.

At COLETEK, we pride ourselves on being a business partner you can rely on. Our experienced team is dedicated to delivering reliable support that helps Mcdougalls Hill's entrepreneurial spirit thrive. We understand the unique challenges faced by organizations operating in this region and are committed to providing tailored solutions that address specific needs.

Our capabilities allow us to tackle complex product development projects from concept to production, ensuring that our clients receive high-quality products that meet their exact specifications and requirements. By leveraging our collective expertise, we've built strong relationships with businesses throughout Mcdougalls Hill, New South Wales, Australia, and across Australia as a whole.

We're proud of our achievement and continue to innovate, pushing the boundaries of what's possible in product development and engineering. Our reputation for delivering exceptional results is well-established, and we're excited about the prospect of joining forces with Mcdougalls Hill-based businesses that share our passion for innovation and excellence.