AI & Machine Learning Services for Havilah 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 Havilah 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 Havilah 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 Havilah 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 built a reputation for delivering reliable, innovative solutions across various industries. Based in Havilah, Victoria, Australia, we're committed to serving businesses throughout this region and beyond.

Our team of experts has honed their skills through years of collaboration with clients from diverse backgrounds. This wealth of knowledge enables us to tackle complex projects with precision and flair, fostering long-term partnerships and driving growth for local businesses in Havilah, Victoria, Australia.

COLETEK's comprehensive approach to engineering and product development ensures that our solutions are tailored to meet the unique needs of each project. We're not limited by traditional boundaries; instead, we leverage our expertise to bridge gaps and push innovation forward.

In Havilah, Victoria, Australia and across the country, businesses recognize COLETEK as a trusted partner capable of delivering outcomes. Whether you're seeking guidance on product development, process improvements, or complex engineering challenges, our team is poised to support your initiatives.

By choosing COLETEK, local businesses in Havilah, Victoria, Australia can rest assured that they'll receive collaborative, results-driven solutions backed by a strong national reputation. Our dedication to reliability and commitment to delivering value make us an attractive choice for entrepreneurs and decision-makers looking to drive success.

If you're ready to leverage the expertise of COLETEK in Havilah, Victoria, Australia, let's start a conversation today! Join forces with us to transform your business by harnessing our collective knowledge and capabilities.