AI & Machine Learning Services for Adamstown Heights 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 Adamstown Heights 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 Adamstown Heights 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 Adamstown Heights 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 reputation as a trusted partner has been built by serving businesses across Adamstown Heights, New South Wales, Australia, and throughout the country. With our innovative approach to engineering and product development, we've helped numerous organizations drive innovation, enhance performance, and succeed in an ever-changing market. Our expertise spans multiple industries, from manufacturing and logistics to construction and defense. We're not just theorists; our team is comprised of seasoned engineers, designers, and problem-solvers who understand the complexities of real-world challenges. By collaborating closely with local businesses in Adamstown Heights, New South Wales, Australia, we uncover their unique needs and develop effective solutions that meet them head-on. Serving businesses across Adamstown Heights, New South Wales, Australia demands attention to detail, a strong work ethic, and unwavering commitment. At COLETEK, we prioritize reliability, putting the needs of our customers first. You'll find us readily available to answer your questions, provide guidance, and deliver high-quality results within budget and timeframe. As you explore Adamstown Heights, New South Wales, Australia's thriving business landscape, you understand the importance of having a trusted partner by your side. Whether you're looking to enhance operational efficiency, develop new products, or improve customer experiences, we stand ready to support you every step of the way. Our capability to deliver exceptional results in a collaborative environment gives you peace of mind that your project is in capable hands. Based in Adamstown Heights, New South Wales, Australia, we're deeply invested in the local community and committed to making a positive impact. By partnering with us, you'll gain access to cutting-edge engineering expertise, streamlined product development processes, and unwavering dedication to excellence. Join forces with COLETEK and discover how our capabilities can propel your business forward.