AI & Machine Learning Services for Lemington 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 Lemington 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 Lemington 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 Lemington 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 business owner or technical decision-maker based in Lemington, New South Wales, Australia, you understand the importance of finding reliable partners to help drive innovation and growth. With over two decades of experience, COLETEK is a multidisciplinary Australian engineering and product development company that has earned a reputation for delivering exceptional results throughout Australia, including Lemington, New South Wales, Australia. As a local organization dedicated to supporting businesses across Lemington, New South Wales, Australia, we pride ourselves on our collaboration-oriented approach. Our team of experts works closely with clients to understand their unique challenges and goals, leveraging their combined knowledge and skills to create tailored solutions that address specific needs. Based in Lemington, New South Wales, Australia, we operate throughout the region, serving businesses in surrounding areas as well. COLETEK's innovative spirit and passion for engineering have made us a trusted partner for companies seeking to enhance their product offerings, streamline processes, or explore new opportunities in Lemington, New South Wales, Australia. Our capabilities extend across various industries and sectors, allowing us to bring value to businesses of all sizes and types. Whether you're looking to develop new products, improve manufacturing efficiency, or bolster your engineering capabilities, our team is here to support you every step of the way. What sets COLETEK apart is our commitment to reliability, quality, and client satisfaction. We understand that successful projects require careful planning, rigorous execution, and effective communication. As a result, we take pride in building strong relationships with our clients, working together to achieve their objectives while ensuring that our work meets the highest standards. If you're seeking a trusted partner for your engineering and product development needs in Lemington, New South Wales, Australia or beyond, look no further than COLETEK. Our expertise spans multiple disciplines, and we are dedicated to delivering exceptional results that meet the unique demands of businesses like yours.