AI & Machine Learning Services for Allgomera 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 forAllgomera 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 Allgomera 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 forAllgomera 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.

Nurturing Connections in Allgomera's Mid North Coast, New South Wales, Australia

As a thriving community at the heart of the Hunter Valley and North Coast, Allgomera is an integral part of the rich tapestry that defines this region of New South Wales. The rolling hills, pristine beaches, and iconic landmarks are just as important to COLETEK as they are to our friends and neighbors in this charming area.

With a strong local presence and a passion for supporting regional businesses, we're proud to call Allgomera's Mid North Coast home. Our team is committed to understanding the unique needs of your community, leveraging our national expertise to deliver tailored solutions that drive growth and prosperity. As a trusted Australian company, we're deeply invested in nurturing connections with local leaders, entrepreneurs, and small business owners like you.

It takes more than just technical know-how to build lasting relationships – it requires empathy, creativity, and a deep understanding of the intricacies involved in operating a successful enterprise. This is where COLETEK excels: we're not just experts in our field; we're also passionate advocates for local businesses. By sharing our collective wisdom, innovative thinking, and extensive knowledge base, we empower Allgomera's entrepreneurs to turn their ideas into reality.

As the trusted partner of choice for local business leaders, COLETEK is committed to fostering a spirit of collaboration that permeates every corner of our community. This is why we're dedicated to mentoring, training, and supporting your growth – because we know that when we elevate each other, Allgomera's Mid North Coast can only continue to thrive.

So why choose COLETEK as your trusted ally in navigating the ever-evolving landscape of local business development? Simple: our team is driven by a singular focus on delivering exceptional results that benefit both you and our community. We're not just about providing innovative solutions; we're about being a vital part of the fabric that makes Allgomera such an extraordinary place to live, work, and grow.

Ready to tap into COLETEK's wealth of expertise, experience, and local knowledge? Let us show you how our combined strength can propel your business forward. Reach out today and take the first step toward a brighter tomorrow for yourself, your team, and Allgomera's thriving community.Contact Us