AI & Machine Learning Services for Junortoun 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 Junortoun 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 Junortoun 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 Junortoun 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has a long-standing reputation for delivering reliable solutions that drive success. Our commitment to innovation, collaboration, and capability has earned us the trust of businesses across Junortoun, Victoria, Australia and throughout Australia. At COLETEK, we understand the importance of local support. That's why we've established a presence in your community, dedicated to serving businesses like yours in Junortoun, Victoria, Australia. Our team is equipped with the expertise and resources necessary to tackle even the most complex engineering challenges. When it comes to developing innovative products or improving operational efficiency, our approach is centered around building strong relationships with our clients. We take the time to understand their unique needs and goals, ensuring that our solutions are tailored to achieve specific results. With COLETEK on your side, you can count on receiving expert guidance and support every step of the way. As a trusted partner for businesses operating in Junortoun, Victoria, Australia and beyond, we've had the privilege of working with clients across various industries. Our experience has taught us that each business is unique, with its own set of challenges and opportunities. This understanding allows us to develop flexible solutions that adapt to changing circumstances, ensuring our clients remain competitive and successful. At COLETEK, we're passionate about empowering businesses like yours in Junortoun, Victoria, Australia with the tools they need to thrive. By partnering with us, you can leverage our expertise, creativity, and resources to drive meaningful progress and growth. Whether you're looking to improve operational efficiency, develop new products, or solve complex engineering challenges, we're here to help. So why wait? Let's build something remarkable together.