AI & Machine Learning Services for Alma 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 Alma 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 Alma 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 Alma 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.

As a thriving business community, Alma, Victoria, Australia offers immense opportunities for growth and development. At the heart of this momentum is innovation – an essential catalyst for driving progress forward. This is precisely where COLETEK comes in, as a trusted national engineering and product development company established in 2001. With years of experience in multidisciplinary engineering expertise, we're well-positioned to support businesses across Alma, Victoria, Australia, helping them navigate the complexities of the modern economy. Our approach is centered around collaboration, reliability, and capability – essential qualities that set us apart from other players in the market. By partnering with COLETEK, local businesses can tap into our collective expertise, honed through decades of delivering innovative solutions across diverse industries. Our strength lies in our ability to integrate technological prowess with business acumen, empowering our clients to achieve their most ambitious goals. From concept to reality, COLETEK is dedicated to providing exceptional support for companies operating throughout Alma, Victoria, Australia and beyond. We recognize the unique challenges facing local businesses and are committed to developing tailored solutions that address these specific needs. Leveraging our extensive knowledge of design, development, and testing, we empower organizations to stay ahead of the curve in their respective markets. COLETEK's reputation as a trusted and innovative engineering partner is built on decades of providing reliable support to clients across Australia. Our multidisciplinary approach allows us to tackle complex challenges head-on, while our commitment to collaboration fosters strong relationships with our partners – relationships that are critical for long-term success. Operating throughout Alma, Victoria, Australia, we're uniquely positioned to serve businesses requiring specialized engineering and product development solutions. By partnering with COLETEK, local organizations in Alma, Victoria, Australia can expect personalized attention, tailored strategies, and cutting-edge expertise – essential assets for navigating today's rapidly evolving business landscape. Whether you're looking to innovate a product, optimize production processes, or simply future-proof your operations, our team is ready to help.