AI & Machine Learning Services for The Hatch 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 forThe Hatch 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 The Hatch 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 forThe Hatch 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 The Hatch, Mid North Coast, New South Wales, Australia

The Hatch, a charming coastal town on the stunning Mid North Coast of New South Wales, Australia, is a haven for those seeking a relaxed atmosphere and rich cultural heritage. As a thriving hub for local businesses and entrepreneurs, it's an absolute delight to be part of this vibrant community. At COLETEK, we're dedicated to supporting growth, innovation, and progress in The Hatch and its surrounding areas.

We understand the unique challenges and opportunities that come with being part of this picturesque region. Our extensive experience in helping Australian businesses succeed has equipped us with the expertise to provide unparalleled support to entrepreneurs, startups, and small businesses in The Hatch. From strategic planning and market analysis to innovative solutions and customized strategies, we're committed to helping your business flourish in this enchanting corner of Australia.

Our strength lies not only in our national reach but also in our deep understanding of the local culture and community. We've built a reputation for being approachable, trustworthy, and genuinely invested in the success of our clients. By combining our expertise with a passion for entrepreneurship and community development, we're creating a ripple effect that fosters growth, job creation, and economic stability in The Hatch.

COLETEK is proudly Australian, and our commitment to supporting local businesses is unwavering. We believe in the value of nurturing relationships between entrepreneurs, stakeholders, and the broader community. By doing so, we're contributing to a more resilient, diverse, and innovative economy that benefits everyone in The Hatch.

We're honored to be part of this evolving story and look forward to collaborating with local businesses and entrepreneurs who share our passion for growth, innovation, and progress. Whether you're just starting out or expanding your existing operations, we're here to provide the support and guidance you need to thrive in The Hatch and beyond.