AI & Machine Learning Services for Essington 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 forEssington 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 Essington 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 forEssington 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 Success: COLETEK in Essington, Central Tablelands

In the heart of the stunning Central Tablelands, where rich history and natural beauty converge, lies the charming town of Essington. This vibrant community is home to a diverse range of local businesses, from boutique stores to thriving farms, each contributing to the area's unique charm. As your trusted partner for all your business needs, COLETEK is proud to be based in Essington, New South Wales, Australia – a testament to our commitment to supporting and empowering local entrepreneurs.

With decades of experience under our belt, we've honed our skills to provide expert guidance and tailored solutions that cater specifically to the Central Tablelands. Our extensive knowledge of the region allows us to fully understand the distinct challenges and opportunities unique to Essington and its surrounding areas. This deep understanding enables us to craft bespoke strategies that drive real results for your business – giving you a competitive edge in this wonderful corner of Australia.

Nationwide, COLETEK is recognized as a reputable player in the Australian business landscape. Our national reach allows us to draw upon a wealth of expertise and cutting-edge innovation, ensuring our local clients receive uncompromising support that meets their specific needs. Whether you're just starting out or looking to take your established business to the next level, our team is dedicated to providing exceptional service and personalized attention – because in Essington, New South Wales, Australia, relationships matter.

At COLETEK, we pride ourselves on being a trusted advocate for local businesses like yours. Our presence in Essington enables us to actively contribute to the area's vibrant economy and help create new opportunities for growth. By working with us, you'll not only benefit from our extensive expertise but also support a company that shares your commitment to this magnificent region.

So why choose COLETEK? Our answer is simple: when you partner with us, you can trust in the quality of our work, the integrity of our approach, and the passion we have for seeing local businesses thrive. In Essington, Central Tablelands, New South Wales, Australia, success stories start here – with a collaborative effort between you, your community, and our team at COLETEK.