AI & Machine Learning Services for Fishermans Bay 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 Fishermans Bay 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 Fishermans Bay 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 Fishermans Bay 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.

In the heart of New South Wales, Australia, lies Fishermans Bay - a thriving community where commerce and innovation meet. As a respected multidisciplinary engineering and product development company established in 2001, COLETEK prides itself on being a trusted partner for businesses across Fishermans Bay, New South Wales, Australia. With our rich experience and national reputation, we're proud to support local companies in their quest for excellence.

Based in Fishermans Bay, New South Wales, Australia, COLETEK's innovative approach bridges the gap between cutting-edge technology and real-world applications. Our team is dedicated to delivering reliable solutions that meet the unique challenges faced by businesses operating throughout Australia - including those in Fishermans Bay, New South Wales, Australia.

At COLETEK, we don't just develop products or provide services; we collaborate with local businesses to create value through sustainable and effective engineering. By leveraging our multidisciplinary capabilities, we empower entrepreneurs and decision-makers from Fishermans Bay, New South Wales, Australia, and beyond, to drive growth and innovation in their industries.

Operating throughout the region, COLETEK has a deep understanding of the market dynamics, regulatory environments, and technological advancements shaping the local business landscape. Our commitment to excellence and customer satisfaction has earned us recognition across various sectors, making us a trusted partner for businesses seeking tailored solutions that address specific needs.

Bolstered by our national reputation, COLETEK is well-equipped to support Fishermans Bay-based companies as they navigate evolving market conditions and capitalize on emerging opportunities. Whether you're looking to enhance operational efficiency, introduce new products or services, or drive digital transformation, we're here to help - every step of the way.