AI & Machine Learning Services for Pinnacle 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 forPinnacle 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 Pinnacle 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 forPinnacle 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.

Empowering Local Businesses in Pinnacle, Central Tablelands, New South Wales, Australia

Located in the heart of the picturesque Pinnacle region within the Central Tablelands, New South Wales, Australia, COLETEK is proud to be a trusted and innovative Australian company dedicated to supporting local businesses and communities. Nestled amidst the breathtaking natural beauty of this unique area, our commitment to delivering exceptional results and personalized support has earned us the respect and trust of numerous entrepreneurs, executives, and employees. Operating from the very fabric of this community, we take pride in our deep understanding of the distinct needs and opportunities of Pinnacle's thriving local economy. Our experience spans decades, with a strong foundation built on national recognition for exceptional services, unwavering commitment to client satisfaction, and an unrelenting passion for fostering growth and success. By embracing COLETEK's extensive expertise, businesses in Pinnacle can leverage our team's collective knowledge, creativity, and dedication to drive innovative solutions that resonate across the region. Our unwavering local presence ensures we are always available to address specific needs and tailor our approach to meet the unique challenges faced by local entrepreneurs, small-to-medium-sized enterprises, and larger companies alike. At COLETEK, we believe that trust is fundamental to any meaningful partnership. We prioritize transparency, open communication, and an unyielding commitment to doing what's right for each client, recognizing the inherent value of locally rooted businesses. Our roots in Pinnacle, Central Tablelands, New South Wales, Australia, are essential to our identity and inform every decision we make, fostering strong bonds with the community we serve. With COLETEK at your side, join us on this journey as we collectively shape the future of local business growth and transformation in Pinnacle. By embracing our shared values, experience, and innovative spirit, together we can create a brighter, more prosperous tomorrow for Pinnacle's entrepreneurs, employees, and residents alike. For guidance, support, or simply to explore how COLETEK may contribute to your ongoing success, please do not hesitate to Contact Us.