AI & Machine Learning Services for Fish Point 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 Fish Point 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 Fish Point 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 Fish Point 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.

At COLETEK, we're proud to serve the innovative spirit of local businesses in Fish Point, Victoria, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, our roots run deep, yet our approach remains forward-thinking. With a reputation built on reliability, collaboration, and capability, we've earned the trust of companies across Australia, including those in Fisher's Village. Operating throughout Fish Point, Victoria, Australia, and its surrounding suburbs, we're well-positioned to support businesses of all sizes and industries. Leveraging our expertise in engineering and product development, we help local entrepreneurs bring their vision to life. With a deep understanding of the region's unique challenges and opportunities, we strive to be a trusted partner for businesses looking to drive growth, improve operations, or simply overcome specific obstacles. At COLETEK, we take pride in being a one-stop-shop capable of handling various engineering disciplines. Our extensive portfolio showcases our ability to navigate diverse projects, from concept design to production-ready solutions. We've worked with clients across a range of industries, always focusing on delivering tailored support that addresses their unique needs and goals. Serving businesses across Fish Point, Victoria, Australia, we're dedicated to empowering regional growth and economic development. By fostering meaningful collaborations and creating bespoke engineering solutions, we empower local companies to compete effectively in today's fast-paced market. Our team of experts is committed to staying ahead of the curve, ensuring seamless integration with your existing infrastructure or systems. Whether you're an established business looking to improve operational efficiency or a startup seeking guidance on the development of innovative products, COLETEK has the expertise and passion to help. Based in Fish Point, Victoria, Australia, we operate throughout the region, always acting as a trusted advisor for local businesses seeking engineering and product development support.