AI & Machine Learning Services for Howell 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 forHowell 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 Howell 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 forHowell 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.

Committed to Supporting Local Businesses in Howell, North West Slopes, New South Wales, Australia

In the picturesque region of Howell, nestled within the stunning North West Slopes of New South Wales, Australia, COLETEK is a trusted partner for local businesses seeking expert guidance and support. As a reputable Australian company with national reach, we understand the unique challenges and opportunities that come with operating in this area.

With its rich history, natural beauty, and growing economy, Howell presents a compelling opportunity for entrepreneurs and business owners to thrive. At COLETEK, we're committed to empowering local businesses by providing tailored solutions that cater to their specific needs. Our extensive experience in the region has equipped us with an intimate understanding of the local market, ensuring our support is always relevant and impactful.

As a local company, we take pride in our ability to connect with the community, fostering strong relationships built on trust and mutual respect. We believe that by working closely with our clients, listening to their concerns, and offering innovative solutions, we can help drive growth and prosperity throughout the North West Slopes region.

COLETEK's commitment to supporting local businesses is reflected in everything we do, from our national reach to our dedicated team on the ground. We're proud to call Howell home, and we're passionate about contributing to its continued success. By leveraging our extensive expertise, cutting-edge technology, and local knowledge, we're confident that together, we can achieve great things.

If you're a business owner or entrepreneur in Howell looking for a trusted partner to support your growth and development, look no further than COLETEK. We're here to help, and we're committed to supporting the communities we serve throughout the North West Slopes region of New South Wales, Australia.