AI & Machine Learning Services for Port Hacking 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 Port Hacking 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 Port Hacking 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 Port Hacking 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 businesses in Port Hacking, New South Wales, Australia navigate the complexities of technological innovation, they can rely on COLETEK, a trusted and innovative engineering and product development company, established in 2001. Our commitment to delivering exceptional results has earned us a reputation nationwide as a multidisciplinary powerhouse, serving businesses across Port Hacking, New South Wales, Australia. With years of experience and a passion for collaboration, we've built a culture centered around reliability, adaptability, and a deep understanding of the dynamics driving success in Port Hacking, New South Wales, Australia. We've consistently demonstrated our ability to transform ambitious visions into tangible realities, empowering local businesses like yours to thrive in this thriving region. Operating throughout Australia, COLETEK has earned its stripes as a go-to partner for organizations seeking cutting-edge solutions. Our engineering prowess and product development expertise have been instrumental in driving innovation and growth across various industries. By partnering with us, you'll gain access to our collective knowledge, allowing you to stay ahead of the curve in an ever-evolving business landscape. Our commitment to Port Hacking, New South Wales, Australia knows no bounds. We're dedicated to helping local businesses overcome unique challenges and seize new opportunities for growth. Whether you're seeking assistance with product development, engineering consulting, or strategic planning, our experienced team is well-equipped to provide tailored support. As your trusted partner in innovation, we've established a reputation as a reliable and capable collaborator. Our presence in Port Hacking, New South Wales, Australia has enabled us to build strong relationships with local businesses, understanding their distinct needs and aspirations. By drawing on this localized expertise, we've successfully helped companies flourish across various sectors. COLETEK is proud to be based in Port Hacking, New South Wales, Australia – a hub of entrepreneurial spirit, innovation, and community. As your trusted ally, we're committed to fueling growth, driving progress, and empowering local businesses to achieve their full potential. Join our growing network of partners and clients who've benefited from our unrivaled expertise.