AI & Machine Learning Services for Mirannie 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 forMirannie 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 Mirannie 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 forMirannie 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 Business in Mirannie, Upper Hunter Valley, New South Wales, Australia

As a thriving community nestled in the picturesque Upper Hunter Valley, Mirannie is an integral part of the region's fabric. COLETEK is proud to be a trusted Australian company with deep roots in this charming area, supporting local businesses and contributing to their growth.

Nestled among rolling hills and countryside landscapes, Mirannie is an exemplary representation of rural Australia at its finest. With its rich soil, abundant water supply, and diverse flora, this region is ripe for entrepreneurial spirit and agricultural endeavour. As the Upper Hunter Valley continues to flourish, COLETEK remains committed to being a driving force behind its growth.

We take pride in our long-standing history of supporting local Mirannie businesses, providing them with expert guidance, innovative solutions, and unwavering trust. Our roots run deep in this community, and we're acutely aware that strong relationships are built on mutual understanding and respect. By establishing ourselves as a trusted partner for our local clients, we've earned the reputation for delivering exceptional results.

Our national reach is matched only by our commitment to serving businesses in and around Mirannie. We're experts in empowering entrepreneurs across various industries, helping them overcome challenges and seize opportunities with confidence. As your go-to partner for trusted advice and support, COLETEK stands ready to help you drive your business forward.

True local presence is more than just a slogan – it's the backbone of everything we do. Our team is comprised of knowledgeable professionals who genuinely understand the unique needs and challenges faced by small businesses in Mirannie. We're not just advisors; we're neighbourhood partners, working tirelessly to foster growth and prosperity.

At COLETEK, trust is our guiding principle. We believe that a strong network is built on integrity, reliability, and genuine care for your business's success. Whether you're an aspiring entrepreneur or an established player in the Upper Hunter Valley, we'll be there every step of the way to ensure your growth.

As you navigate the ever-changing landscape of Mirannie's business community, rest assured that COLETEK will remain a steadfast ally. Our commitment to innovation and forward thinking ensures that our advice stays ahead of the curve, allowing you to stay focused on what matters most – your future.

We're proud to have been an integral part of this vibrant local community for years. Now it's time for you to join forces with us! Take the first step towards unlocking your full potential by getting in touch today. Let our team work closely with yours to craft a tailor-made strategy, uniquely suited to your business story. We look forward to supporting yours as we continue to empower ours.