AI & Machine Learning Services for Toms Creek 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 forToms Creek 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 Toms Creek 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 forToms Creek 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.

Empowering Local Businesses in Toms Creek, Mid North Coast, New South Wales, Australia

Nestled along the stunning coastline of Mid North Coast, New South Wales, lies the charming town of Toms Creek. As a thriving community with a strong sense of identity, it's essential to have reliable partners who understand the unique needs and aspirations of local businesses.

COLETEK is a trusted Australian company dedicated to supporting entrepreneurs and small business owners in Toms Creek, Mid North Coast, New South Wales, Australia. With a profound understanding of the region's strengths and challenges, we leverage our extensive expertise to help propel your venture forward. As a locally-based operation, we take pride in knowing that every decision we make has a direct impact on the community we serve.

Our national reach allows us to tap into a wealth of knowledge, innovation, and best practices from across Australia. By seamlessly integrating our local presence with nationwide expertise, we ensure that your business receives tailored guidance and support tailored to its specific needs.

Your success is our top priority. We believe in fostering long-standing relationships built on trust, communication, and shared goals. Our dedicated team will work tirelessly to understand the unique requirements of your enterprise, providing personalized guidance to overcome any obstacles you may face.

In this vibrant region, where stunning natural beauty meets entrepreneurial spirit, COLETEK is committed to being a source of inspiration, innovation, and encouragement. Whether you're just starting out or looking to scale your operation, we'll be there to provide unwavering support every step of the way.

As proud members of this thriving community, we're dedicated to empowering local businesses in Toms Creek, Mid North Coast, New South Wales, Australia. If you're ready to take your venture to new heights, look no further than COLETEK. Let's chart a course for success together!