AI & Machine Learning Services for Havilah 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 forHavilah 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 Havilah 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 forHavilah 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 Havilah: COLETEK's Commitment to the Central Tablelands

As you step into the rolling hills and rich cultural heritage of Havilah, Central Tablelands, New South Wales, Australia, you're surrounded by the essence of community. COLETEK is deeply rooted in this area, with a strong reputation for nurturing local businesses and fostering inclusive growth. Our history is steeped in trust, innovation, and dedication to empowering entrepreneurs just like yours. In Havilah, we understand the importance of being locally present and focused on meeting regional needs. Our presence here dates back decades, allowing us to develop an intimate understanding of what drives success in this unique environment. We've walked a mile in the shoes of our clients, comprehending the intricacies of doing business in this picturesque region. From agriculture to small-scale industrial activity, we're attuned to the diverse local economy and its distinct challenges. As a national company with a strong regional presence, COLETEK has earned the trust of countless businesses across Australia. By leveraging this expertise, we've developed tailored solutions designed specifically for your area. Our understanding of Central Tablelands' specific conditions – be it agricultural productivity, tourism growth, or resource management – allows us to craft effective strategies that yield remarkable results. At COLETEK, we're committed to building meaningful relationships with local businesses and community members alike. This means being an active partner in the region's ongoing development, recognizing the importance of preserving Havilah's unique character while embracing innovation and progress. We believe that a thriving local economy depends on strong connections between enterprises, government agencies, and the wider community – and we're proud to play a supporting role. It is crucial for businesses in Havilah to work with experienced allies who understand their local context. Our years of service and national expertise make us an exceptional choice for those seeking comprehensive support. We invite you to join forces with COLETEK and let our shared passion for this region guide your success story. Together, we can navigate the complexities of doing business in this captivating environment. Ready to chart a new course for your enterprise? Trust COletek to guide your journey with expertise grounded in Havilah's unique spirit. Reach out today and take the first step towards achieving your aspirations. Contact Us