AI & Machine Learning Services for Heckenberg 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 Heckenberg 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 Heckenberg 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 Heckenberg 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.

Coletek is proud to operate at the forefront of innovation, providing trusted expertise to businesses across Heckenberg, New South Wales, Australia. With a national reputation built on reliability, collaboration, and capability, our multidisciplinary team of engineers and product developers are dedicated to helping your organization thrive in today's fast-paced market.

Situated in the heart of Australasia, we've established ourselves as a go-to partner for companies seeking solutions that drive growth, efficiency, and competitiveness. For over two decades, Coletek has been empowering businesses like yours to achieve their goals, leveraging our collective expertise in engineering and product development.

As a long-standing Australian company, we're committed to serving businesses across Heckenberg, New South Wales, Australia, with the same level of dedication and enthusiasm that has earned us a reputation for excellence. Whether you're seeking tailored support or comprehensive solutions, we'll work closely with your team to understand your unique needs and deliver results that meet your expectations.

At Coletek, we believe in building lasting relationships, founded on trust, open communication, and a deep understanding of the industries we serve. With our headquarters based in Heckenberg, New South Wales, Australia, we're perfectly positioned to support businesses throughout Australia, from development through to implementation and beyond.

Solely focused on delivering exceptional outcomes for our clients, we've built an impressive track record of successfully overcoming complex challenges and achieving remarkable results. By partnering with Coletek, you can be confident that your project is in the hands of experienced professionals who truly care about seeing your vision become a reality.