AI & Machine Learning Services for Allandale 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 Allandale 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 Allandale 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 Allandale 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 Australian engineering and product development company, COLETEK has built a reputation for delivering reliable, innovative solutions to businesses across the nation. Founded in 2001, our multidisciplinary team of experts is committed to collaborating with organisations like yours to drive growth, boost efficiency, and solve real-world problems. Located in Allandale, New South Wales, Australia, we're uniquely positioned to understand the unique challenges and opportunities faced by businesses operating within this region. Our experienced engineers and product developers draw upon a deep understanding of local markets and industries to develop tailored solutions that meet your specific needs. Whether you're an entrepreneur launching a new venture or an established business looking to stay ahead of the curve, COLETEK is dedicated to helping Allandale, New South Wales, Australia businesses thrive. We take pride in our ability to provide comprehensive engineering and product development services that are grounded in a deep understanding of local market conditions. As a national company with a strong presence in Allandale, New South Wales, Australia, we're committed to supporting the region's business community through collaborative partnerships, innovative thinking, and a commitment to delivering exceptional results. Our team is well-equipped to handle complex engineering challenges, from product design and development to testing and prototyping. Through our Allandale, New South Wales, Australia office, we're better positioned to support your business with expertise that's grounded in local knowledge and regional understanding. We take the time to understand your unique needs, constraints, and goals, using this insight to develop engineering solutions that drive real value for your organisation. With COLETEK on your side, you can be confident that you'll receive the highest level of service, technical expertise, and innovation. Our team is dedicated to empowering businesses in Allandale, New South Wales, Australia with the solutions they need to succeed.