AI & Machine Learning Services for Fernihurst 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 Fernihurst 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 Fernihurst 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 Fernihurst 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.

Located in the heart of Fernihurst, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've built a trusted reputation as a go-to partner for businesses across Fernihurst and throughout Australia.

Our team of experts is dedicated to delivering innovative, reliable, and tailored solutions that meet the unique needs of local businesses like yours. Whether you're looking to improve operational efficiency, develop new products, or simply stay ahead of the competition, COLETEK's collaboration-oriented approach ensures that your goals are our top priority.

As a business operating in Fernihurst, Victoria, Australia, you need a trusted partner that understands the local market and has the capability to support your growth. At COOLETK, we're proud to serve businesses across Fernihurst, sharing their drive for innovation and success. Our expertise spans multiple disciplines, allowing us to tackle complex challenges and provide holistic solutions.

What sets us apart is our commitment to delivering exceptional results through a collaborative process. We believe that every business has its unique strengths and weaknesses, and our goal is to amplify the former while minimizing the latter. This approach has earned us a reputation as a trusted partner for businesses in Fernihurst, Victoria, Australia, and across the nation.

Whether you're an established entrepreneur or simply looking to take your business to the next level, COLETEK's multidisciplinary expertise is here to support your growth. We operate throughout Fernihurst, Victoria, Australia, offering tailored solutions that cater to local businesses just like yours.