AI & Machine Learning Services for Mogood 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 Mogood 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 Mogood 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 Mogood 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 a thriving region in the heart of Australia, Mogood, New South Wales is home to a diverse range of businesses and entrepreneurs. With its strong agricultural heritage, innovative spirit, and stunning natural beauty, this area offers endless opportunities for growth and development.

Serving businesses across Mogood, New South Wales, Australia and beyond, COLETEK has established itself as a trusted national player in the world of engineering and product development. Since 2001, our multidisciplinary team has been driven by a passion to understand the unique needs of local industry leaders and craft tailored solutions that help them thrive.

Based in Mogood, New South Wales, Australia, COLETEK is uniquely positioned to support businesses throughout the region. Our collaborative approach combines cutting-edge engineering expertise with a deep understanding of local market dynamics, allowing us to deliver results that exceed client expectations. From concept to delivery, we partner with clients to bring innovative products and services to life.

Skeptical about what it takes to unlock your business's true potential? Look no further than COLETEK's tried-and-tested formula: reliability, capability, and a commitment to collaboration. Our team of experts has a proven track record of delivering complex projects with precision and speed, giving you the confidence to take your business to the next level.

Operating throughout Mogood, New South Wales, Australia, we've forged long-lasting relationships with clients across various sectors. By investing in their unique strengths and challenges, we've helped them overcome obstacles, seize new opportunities, and flourish in an ever-changing market landscape.

What does it mean to work with COLETEK? It means having a trusted partner that truly understands your business – from its core values and mission to its operational nuances and growth aspirations. With us, you can rest assured that your project will receive personalized attention, tailored solutions, and unwavering commitment.