AI & Machine Learning Services for Lawson 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 Lawson 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 Lawson 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 Lawson 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.

As a thriving community in the heart of Australia, Lawson, Australian Capital Territory is home to a diverse range of businesses and entrepreneurs who are driving growth and innovation across various industries. At COLETEK, we're proud to be serving these businesses across Lawson, Australian Capital Territory with our multidisciplinary engineering and product development expertise. Established in 2001 as a national company with a strong reputation for reliability, collaboration, and capability, COLETEK is more than just an engineering firm – we're a trusted partner for businesses of all sizes and sectors. Our team of experts has extensive experience working on projects that have transformational potential, from concept to market-ready products. When it comes to supporting businesses in Lawson, Australian Capital Territory and throughout Australia, COLETEK's approach is centered around understanding our clients' unique challenges and goals. We take the time to get to know their operations, identifying areas where our innovative engineering solutions can make a tangible difference. Whether it's optimizing processes, streamlining supply chains, or developing new products that meet market demands – we're committed to delivering outcomes that drive value and growth. At COLETEK, we believe in the power of partnership and collaboration. We work closely with clients from Lawson, Australian Capital Territory and beyond, fostering an open dialogue that allows us to truly understand their needs and develop tailored solutions that meet those needs. Our team is comprised of experienced professionals who are passionate about what they do, and our clients appreciate the transparency, expertise, and dedication we bring to every project. By partnering with COLETEK, businesses in Lawson, Australian Capital Territory can gain access to a wealth of knowledge, skills, and resources that will help them overcome challenges, capitalize on opportunities, and achieve their goals. We're proud to be serving this important region and look forward to playing a key role in its continued growth and development.