AI & Machine Learning Services for Islington 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 forIslington 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 Islington 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 forIslington 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.

Your Local Partner for Business Growth: Serving Islington, Newcastle, New South Wales, Australia

Located in the heart of Islington, Newcastle, New South Wales, Australia, COLETEK is an Australian company dedicated to empowering local businesses and communities to thrive. Our team of experienced professionals has a deep understanding of the unique challenges and opportunities that come with operating in this vibrant region. As a trusted partner for businesses in Islington and beyond, we're committed to delivering innovative solutions that drive growth and success. With a national reach, our experts have helped numerous organizations across Australia overcome obstacles and achieve their goals. Now, we're focused on bringing these same benefits to the local businesses and entrepreneurs who power the economy of Newcastle. At COLETEK, we believe that trust is the foundation upon which lasting relationships are built. That's why we prioritize transparency, communication, and accountability in all our interactions with clients. We take the time to listen to their needs, understand their goals, and develop personalized solutions that meet their unique requirements. Our national presence and local expertise ensure that we're always just a stone's throw away from Islington businesses, ready to provide support whenever it's needed. Innovation is in our DNA. We're constantly seeking out new technologies, methodologies, and best practices that can be applied to help local businesses stay ahead of the curve. By embracing change and staying at the forefront of industry developments, we empower the people of Islington to adapt, innovate, and succeed. As a locally-based company, we deeply understand the nuances and complexities that come with operating in the Islington area. We're committed to supporting the community by investing in local initiatives, fostering partnerships with like-minded organizations, and providing expert guidance that helps businesses navigate the unique challenges they face. Whether you're just starting out or looking to take your enterprise to the next level, COLETEK is here for you. Our experienced team is dedicated to helping the businesses of Islington and surrounding areas to flourish. If you're ready to unlock new opportunities, drive growth, and achieve your goals, we invite you to contact us today. Contact Us