AI & Machine Learning Services for Isaacs 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 Isaacs 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 Isaacs 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 Isaacs 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 vibrant community of Isaacs, Australian Capital Territory, businesses of all sizes and sectors are driving innovation and growth. As a trusted partner for these organizations, COLETEK brings its multidisciplinary engineering and product development expertise to bear, empowering companies to achieve their goals. With over 20 years of experience delivering innovative solutions nationwide, we're proud to bring our capabilities to local businesses in Isaacs and beyond. As a company established in 2001, COLETEK has built a reputation for reliability, collaboration, and unwavering commitment to excellence. Our national presence allows us to support businesses from Isaacs, Australian Capital Territory through to other major urban centers across the country. By understanding our clients' unique needs and challenges, we develop tailored solutions that drive tangible results. By operating throughout Isaacs, Australian Capital Territory, and Australia as a whole, COLETEK fosters long-term partnerships with local businesses. Whether you're seeking cutting-edge product development or innovative engineering services, rest assured that our team will always put your interests first, working closely to ensure seamless project delivery and ongoing support. As Isaacs continues its transformation into an economic powerhouse, COLETEK stands ready to support the community's growth aspirations. With a deep understanding of local market dynamics and business needs, we empower organizations in the area to thrive, leveraging our capabilities to accelerate their success. Through it all, COLETTE will continue to build on its reputation for delivering exceptional results, earning trust with clients across Isaacs, Australian Capital Territory, and beyond. For businesses seeking like-minded partners to share the journey, join us as we drive remarkable innovation together in Isaacs, Australian Capital Territory – where local potential meets national expertise.