AI & Machine Learning Services for Avoca 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 Avoca 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 Avoca 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 Avoca 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 and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable solutions to businesses across Avoca, Victoria, Australia. With our roots firmly planted in this community, we're committed to serving local companies with cutting-edge expertise.

Our team of experienced professionals is dedicated to collaborating closely with clients to understand their unique challenges and crafting tailored solutions that drive results. Whether you're an entrepreneur or a long-standing business leader, we believe that every organization deserves access to top-notch engineering support and innovative thinking.

As a national player, COLETEK operates throughout Australia, providing nationwide coverage without sacrificing our commitment to the local level. Our extensive portfolio includes work with businesses and organizations from diverse sectors, from agriculture to mining, manufacturing, and services – highlighting the breadth of our capabilities in Avoca, Victoria, Australia.

At COLETEK, we understand that reliability is critical for local businesses operating in Avoca, Victoria, Australia. That's why we prioritize building strong relationships with our clients, ensuring seamless communication and on-time delivery. Our team's expertise spans multiple disciplines – from hardware and software engineering to product design, development, and testing.

When you partner with COLETEK, you're gaining access to a trusted ally that will work tirelessly to help your business thrive in Avoca, Victoria, Australia. Whether you need to enhance operations, develop new products, or optimize existing processes, our multidisciplinary expertise is on hand to support your vision.

Don't just take our word for it – join the ranks of satisfied clients from across Avoca, Victoria, Australia and throughout Australia who've benefited from COLETEK's collaborative approach. Let us help unlock your business' potential through our innovative engineering and product development solutions.