AI & Machine Learning Services for Loddon Vale 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 Loddon Vale 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 Loddon Vale 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 Loddon Vale 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 engineering and product development company with over two decades of experience in Australia, COLETEK is proud to serve businesses across Loddon Vale, Victoria, Australia. With our multidisciplinary team based in Loddon Vale, Victoria, Australia, we've established ourselves as a reliable partner for any business seeking tailored, innovative solutions.

With over two decades of expertise, our company has evolved to become a leading provider of engineering and product development services. Our comprehensive approach includes engineering software skills combined with hands-on manufacturing experience. This unique blend allows us to deliver high-quality products that meet the distinct requirements of businesses operating in Loddon Vale, Victoria, Australia.

At COLETEK, we're committed to fostering close relationships with our clients and understanding their specific needs. Our collaborative approach ensures seamless integration into any workflow or project. This adaptability is essential for entrepreneurs, decision-makers, and business owners in Loddon Vale, Victoria, Australia seeking reliable engineering solutions from a trusted and experienced partner like COLETEK.

We understand firsthand the importance of supporting local businesses in Loddon Vale, Victoria, Australia. As an Australian-owned company established in 2001, we're dedicated to leveraging our expertise, innovation, and national reputation to benefit industries within this thriving region. Whether you're launching a new product or enhancing your existing offerings, COLETEK is here to provide the trusted partnership you require.

If you're ready to work with an engineering firm that truly understands Loddon Vale's unique needs and challenges, look no further than COLETEK. Our reputation as a multidisciplinary Australian engineering and product development company established in 2001 precedes us, making us the ideal ally for businesses operating throughout Loddon Vale, Victoria, Australia.