AI & Machine Learning Services for Killara 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 Killara 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 Killara 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 Killara 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.

For businesses operating in Killara, Victoria, Australia, the name COLETEK is synonymous with reliability, collaboration, and capability. As a multidisciplinary Australian engineering and product development company established in 2001, we've honed our skills in serving clients nationwide. Our headquarters may be based in Killara, Victoria, Australia, but our reach extends to companies across the region - from metropolitan to rural areas. As an organization committed to delivering innovative solutions, COLETEK has cultivated a reputation for trustworthiness and results-oriented workmanship. Our team of experts has been instrumental in driving progress within various industries, leveraging modern engineering know-how to develop cutting-edge products that meet specific requirements. This commitment to excellence is evident in our dedication to working closely with clients, ensuring seamless project execution, and consistently meeting – and often exceeding - their expectations. Our proven track record, coupled with a passion for collaboration, resonates particularly well with businesses seeking a trusted partner to advance their goals. With COLETEK by your side, you can rest assured that your unique needs are being met with tailored solutions, engineered to drive growth, increase efficiency, and expand market opportunities. Throughout Killara, Victoria, Australia, we've had the privilege of working closely with local businesses, fostering lasting relationships built on open communication, mutual understanding, and unwavering commitment. It's this synergy that enabled us to develop a portfolio rich in diversity and depth, reflecting our capacity to engage with clients from various sectors. At COLETEK, we recognize the distinct challenges facing businesses operating within Killara, Victoria, Australia - be it navigating regulatory hurdles or leveraging innovative technologies to stay ahead of the competition. By aligning our capabilities with your needs, you can empower yourself to push boundaries, overcome obstacles, and seize new opportunities. So how do you get started? Join forces with a dedicated team that understands what matters most – getting results for businesses in Killara, Victoria, Australia. Let’s build something remarkable together: consult us today, and let the COLETEK advantage illuminate your path forward.