AI & Machine Learning Services for Harrison 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 Harrison 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 Harrison 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 Harrison 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.

In the heart of Harrison, Australian Capital Territory, businesses are turning to COLETEK for reliable expertise in engineering and product development. With a presence established over two decades ago, we've developed a strong reputation for delivering innovative solutions tailored to meet the unique needs of companies like yours.

As a multidisciplinary company based in Harrison, Australian Capital Territory, our scope encompasses everything from conceptual design to testing and fabrication. Our team's collective experience translates into actionable problem-solving that benefits your business in tangible ways. While we've grown organically across Australia, our commitment to quality and collaboration remains unwavering – and it's essential for businesses operating throughout Harrison and beyond.

Operating at the intersection of technology and innovation, COLETEK empowers local companies with the capability they need to stay ahead of the curve. Our focus lies in fostering lasting partnerships and delivering results that exceed expectations. When you partner with us, you'll gain access to a wealth of expertise honed through years of working closely with clients across Harrison and Australian Capital Territory.

Our door is always open for businesses seeking trusted advisors who understand the local landscape. We believe that, together, we can overcome challenges and seize opportunities in this thriving region. With COLETEK on your side, you'll benefit from our collective knowledge, streamlined processes, and commitment to excellence – all tailored specifically for companies within Harrison, Australian Capital Territory.

If you're looking for a partner who knows the ins and outs of doing business in Harrison, Australian Capital Territory, look no further. COLETEK is here to help. Let us bring our expertise to bear on your unique challenges, empowering your business to thrive in this incredible region we call home.