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 renowned multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering reliable, collaborative, and innovative solutions to businesses across Avoca, New South Wales, Australia. Our history of success is built on the foundation of our trusted relationships with clients, commitment to exceptional service, and dedication to pushing boundaries.

At COLETEK, we pride ourselves on being a one-stop-shop for engineering and product development needs in Avoca, New South Wales, Australia and throughout Australia. With a strong track record of supporting diverse industries, we've developed the capability to address complex challenges, capitalize on new opportunities, and drive growth for our clients. Whether you're an established business or just starting out, we'll work closely alongside your team to co-create innovative solutions tailored to your unique needs.

Our in-house expertise spans a broad range of disciplines, from mechanical engineering and manufacturing to materials science and computer-aided design (CAD). This multidisciplinary approach enables us to identify creative problem-solving opportunities that others might overlook. By seamlessly integrating our technical prowess with your business goals, we'll help you overcome hurdles, seize market advantages, and achieve lasting success.

In Avoca, New South Wales, Australia and everywhere COLETEK operates, we're committed to building long-term relationships built on trust, integrity, and a deep understanding of the local ecosystem. We invest in getting to know your business intimately – from your values and goals to your production processes and supply chain challenges. This insider knowledge enables us to develop bespoke solutions that not only meet but exceed your expectations.

From concept to reality, COLETEK collaborates with you every step of the way, fostering an iterative process that balances precision engineering with flexibility and adaptability. We're proud to have earned a reputation as a trusted partner for businesses in Avoca, New South Wales, Australia seeking innovative, effective engineering and product development solutions.

So why choose COLETEK for your engineering and product development needs in Avoca, New South Wales, Australia? It's simple: we're dedicated professionals with a passion for delivering exceptional results, driven by our commitment to excellence and customer satisfaction. When you partner with us, you can rest assured that your project will receive the attention and care it deserves, from concept to launch.