AI & Machine Learning Services for Potato 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 Potato 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 Potato 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 Potato 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.

As a business owner in Potato Point, New South Wales, Australia, you understand the importance of having a reliable partner to support your growth. COLETEK is that trusted ally, offering expert engineering and product development services to drive innovation and success across various industries. With over 20 years of experience, we've established ourselves as a multidisciplinary Australian company that's committed to empowering businesses like yours. Located in the heart of Australia, COLETEK has earned a reputation for delivering high-quality solutions that meet the unique needs of local and national clients. Our team is dedicated to building strong relationships with our customers, ensuring seamless collaboration and timely project delivery. Whether you're based in Potato Point or operating throughout New South Wales, COLETEK's expertise will help you stay ahead of the curve. Our capabilities extend across a wide range of industries, from agricultural machinery to defense technology, and we've worked closely with businesses of all sizes to develop custom solutions that meet their specific challenges. By combining cutting-edge engineering skills with a deep understanding of local markets, COLETEK is uniquely positioned to support your goals in Potato Point, New South Wales, Australia. At COLETEK, we take pride in our ability to adapt to the ever-changing needs of our clients. Our team includes experienced engineers and product developers who are skilled at tackling complex projects with precision and speed. We're proud to be based in Potato Point, New South Wales, Australia, and we're constantly looking for ways to improve our services, leveraging our national reputation to drive growth and innovation across the region. If you're ready to take your business to the next level, look no further than COLETEK. Our passion for engineering and product development is matched only by our commitment to serving the unique needs of businesses in Potato Point, New South Wales, Australia. Let's build something remarkable together.