AI & Machine Learning Services for Hillsborough 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 forHillsborough 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 Hillsborough 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 forHillsborough 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 Hillsborough, Lower Hunter Valley: COLETEK's Commitment to the Region

Hillsborough, Lower Hunter Valley, New South Wales, Australia - a region rich in history, culture, and community spirit. As a trusted Australian company, COLETEK is proud to be an integral part of this thriving area.

We understand that as a business owner or aspiring entrepreneur in Hillsborough, you're faced with unique challenges and opportunities. That's why we've established ourselves as a dedicated partner for local enterprises, providing tailored support and expertise to help you succeed.

With our extensive experience in the region, we've developed an intimate understanding of the Lower Hunter Valley's distinct characteristics and needs. Our team is committed to delivering exceptional service, backed by our national reach and resources.

At COLETEK, we pride ourselves on being a trusted extension of your business operations. By leveraging our innovative approaches and industry expertise, you can focus on what matters most - growing your company and serving the Hillsborough community.

Our presence in the region is more than just an office address; it's a commitment to creating meaningful relationships with local stakeholders, fostering growth, and contributing to the area's economic vitality. As a COLETEK team member, you can rest assured that we're deeply invested in the success of Hillsborough, Lower Hunter Valley.

We believe that trust is built on reputation, reliability, and results. By partnering with us, you'll gain access to cutting-edge solutions, expert guidance, and a support network tailored to meet your specific needs. Whether you're an established player or a startup looking to make its mark, COLETEK is the trusted ally for local businesses in Hillsborough.

So why wait? Join forces with COLETEK and unlock a brighter future for your business in Hillsborough. Reach out today and discover how our expertise can empower your growth and prosperity!