AI & Machine Learning Services for Tawonga 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 Tawonga 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 Tawonga 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 Tawonga 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 thriving community in Victoria, Australia, businesses in Tawonga rely on trusted partners to drive innovation and growth. With rich history and natural beauty, this region presents unique challenges and opportunities that require savvy engineering and product development expertise. COLETEK is proud to serve as the go-to multidisciplinary Australian engineering and product development company, operating throughout Australia, including Tawonga, Victoria, Australia. Established in 2001, our company has earned a reputation for delivering reliable solutions tailored to local needs. Our team of experts spans multiple disciplines – from electronics and mechanical engineering to software development and project management. By combining these strengths under one roof, we empower businesses in Tawonga and throughout Victoria, Australia to overcome complex challenges and seize new opportunities. At COLETEK, collaboration is key to our approach. We believe that effective problem-solving involves working closely with clients to understand their unique requirements and goals. This synergy enables us to develop tailored solutions that meet the specific needs of businesses operating in Tawonga, Victoria, Australia and beyond. Our goal is to provide a seamless integration of engineering and product development prowess, ensuring our clients' success. By leveraging our multidisciplinary expertise and reputation for reliability, COLETEK is well-positioned to support businesses across Tawonga, Victoria, Australia as they navigate the ever-evolving business landscape. Whether seeking innovative product development or engineering services, companies in this region can trust us to deliver exceptional results. As your trusted partner, COLETEK stands ready to collaborate with businesses in Tawonga, Victoria, Australia and beyond. If you're looking for a reliable and innovative Australian engineering and product development company that truly understands the local context, let's work together to build something remarkable.