AI & Machine Learning Services for Edgecombe 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 Edgecombe 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 Edgecombe 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 Edgecombe 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.

COLETEK is proud to be a trusted partner for businesses in Edgecombe, Victoria, Australia and throughout the country. As a multidisciplinary Australian engineering and product development company established in 2001, we've built our reputation on delivering innovative, reliable solutions that drive success.

Innovative companies like yours operate across Edgecombe, Victoria, Australia, pushing boundaries and creating opportunities. You need a trusted partner to help you overcome technical challenges and stay competitive in the market. That's where COLETEK comes in – our experts will collaborate with your team to develop tailored engineering solutions that meet your unique needs.

We're not just about providing services; we're about building meaningful relationships built on trust, integrity, and a deep understanding of local industries. Our national reputation is founded on our ability to deliver high-quality projects, from concept to completion. Whether you operate in manufacturing, construction, or other sectors, COLETEK's expertise will help you achieve your goals.

We're committed to being a reliable partner for businesses throughout Edgecombe, Victoria, Australia, and beyond. Our capabilities extend far beyond traditional engineering services – we empower innovation through collaboration, embracing the unique challenges and opportunities that come with operating in Edgecombe, Victoria, Australia.

If you're looking for partners who truly understand your needs and will work tirelessly to deliver outstanding results, look no further than COLETEK. Let us help you drive growth, increase efficiency, and stay ahead of the competition in Edgecombe, Victoria, Australia.