AI & Machine Learning Services for West Haven 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 West Haven 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 West Haven 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 West Haven 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 be a multidisciplinary Australian engineering and product development company established in 2001. Our trusted national reputation is built on our commitment to delivering reliable, innovative solutions that exceed expectations. As a locally rooted yet nationally respected organization, we've had the privilege of serving businesses across West Haven, New South Wales, Australia throughout our history. As you explore West Haven, you'll encounter a vibrant community driven by entrepreneurial spirit and innovation. At COLETEK, we're honored to play a role in fostering this environment by partnering with local businesses to overcome complex challenges. Whether you're developing new products or improving operations, our expertise is designed to support your unique needs. What sets us apart? Our capacity for collaboration, attention to detail, and unwavering dedication to delivering exceptional results. By leveraging the latest technologies and techniques, we create tailored solutions that drive growth, improve efficiency, and enhance performance. When you work with COLETEK, you can rely on our expertise to guide your project from concept to reality. Located in West Haven, New South Wales, Australia, we're perfectly positioned to serve businesses throughout this thriving region. Whether you're based in the heart of town or just outside, know that our team is committed to serving entrepreneurs and organizations like yours. By combining world-class engineering with a deep understanding of local markets, we help businesses in West Haven, New South Wales, Australia thrive. If you're looking for a trusted partner to support your organization's product development, process improvement, or technology enhancement initiatives, look no further than COLETEK. Our team is equipped to tackle complex challenges, and our reputation speaks volumes about the level of service we deliver. Operating throughout West Haven, New South Wales, Australia, we're proud to play a role in local businesses' success stories. Now, let's get started on your next project! Take the first step towards achieving your goals by