AI & Machine Learning Services for Smithtown 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 forSmithtown 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 Smithtown 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 forSmithtown 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.

Expert Support for Smithtown Businesses with COLETEK

Nestled along the Mid North Coast, Smithtown is an iconic town steeped in tradition and character. As we navigate its winding streets and bustling main street, it's evident that this community shares a deep sense of pride and resilience. At COLETEK, we share that same commitment to supporting local businesses as they face the ever-evolving challenges of today's market.

As a company with a strong national presence, COLETEK recognizes the value in fostering meaningful connections with Smithtown residents and entrepreneurs. Our team is dedicated to leveraging our expertise to empower local enterprises, from family-owned bakeries to innovative start-ups, to thrive in an increasingly competitive environment.

COLETEK's passion for innovation and dedication to delivering exceptional results are founded on a bedrock of trust. We're not just another consulting or support firm – we're your champions, advocating for your success story. Our extensive experience working with local businesses in Smithtown has earned us the reputation as a trusted advisor and go-to partner in this region.

So why choose COLETEK to support your Smithtown business? It's simple: our comprehensive approach is designed to understand the unique needs of local entrepreneurs, leveraging our national reach to deliver tailored solutions. Whether you're looking to streamline operations, enhance marketing efforts, or simply gain a fresh perspective on your organization, we're here to help.

We believe that by investing in Smithtown's thriving business community, we're supporting a brighter future for this region and its people. That's why COLETEK continues to build meaningful relationships with entrepreneurs, organizations, and residents alike – always striving to create positive change through our collective efforts.

If you're ready to experience the COLETEK difference for your Smithtown business, look no further. Contact Us today here, and let's work together to empower your success story in this vibrant region!