AI & Machine Learning Services for Toogong 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 Toogong 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 Toogong 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 Toogong 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.

Located in the heart of New South Wales, Toogong is a thriving regional community that relies heavily on innovative engineering solutions to drive growth and progress. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable and collaborative support to businesses across Toogong and beyond.

With over two decades of experience, our team possesses the expertise and capability to take on even the most complex challenges. From conceptualization through to deployment, we work closely with clients to understand their unique needs and develop tailored solutions that meet those needs. Whether it's addressing specific business objectives or responding to emerging market trends, our expertise has consistently delivered results for businesses operating across Toogong, New South Wales, Australia.

As a trusted national provider, COLETEK is well-positioned to serve the diverse engineering and product development requirements of Toogong-based businesses and organizations. Our team's broad range of skills encompasses everything from mechanical systems design through to software development and electronics integration. By combining these strengths with our commitment to collaboration and customer satisfaction, we've built a reputation for reliability that extends far beyond the borders of Toogong itself.

We understand the importance of effective engineering solutions in driving business success, especially in a region like Toogong where innovation and progress are vital to long-term growth. That's why we're dedicated to providing top-notch technical support and product development expertise to businesses operating throughout Toogong, New South Wales, Australia.

At COLETEK, our objective is simple: to build trust with our clients by delivering innovative engineering solutions that meet their unique needs. We believe that by working hand-in-hand with the people of Toogong, we can create remarkable things together – and we're excited about the possibility of collaborating with you.