AI & Machine Learning Services for Orange 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 forOrange 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 Orange 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 forOrange 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.

Trusted Partner for Orange's Thriving Businesses: COLETEK Stands Tall in the Central Tablelands

In the heart of New South Wales' stunning Central Tablelands, Orange is a beacon of entrepreneurial spirit and community pride. As a local business owner, you're part of an ecosystem that values resilience, innovation, and collaboration. At COLETEK, we're honored to be a trusted partner for businesses like yours in this vibrant city and surrounding region.

We understand the unique challenges and opportunities that come with operating a company in Orange, Central Tablelands. That's why our team of experts is committed to providing bespoke support, tailored to your specific needs and goals. With an unshakeable commitment to excellence and customer satisfaction, we've earned a reputation as one of Australia's most respected business enablers.

Our roots run deep in the Orange community. We're dedicated locals, passionate about empowering regional businesses to thrive in this extraordinary region. From innovative startups to established family businesses, we're proud to have played a role in many of Orange's success stories. Whether you're seeking strategic guidance, technical expertise, or simply a trusted ally, COLETEK is the go-to partner for businesses throughout Central Tablelands.

We recognize that, as an Orange-based business, your decisions are informed by local conditions and market realities. That's why we take time to understand your specific needs, leveraging our national reach and expertise to deliver targeted solutions. We don't just stop at providing excellent service; we're dedicated to building long-term relationships and contributing to the region's continued growth.

In Orange, Central Tablelands, community is at the heart of everything. At COLETEK, we share this value. By supporting local businesses like yours, we're helping build a stronger, more resilient regional economy that benefits everyone involved. When you partner with us, you can expect personalized attention, expert guidance, and unwavering commitment to your success – all while staying true to our local roots.

We invite you to experience the COLETEK difference for yourself. Get in touch today and let's start a conversation about how we can help take your Orange-based business to the next level: