Artificial Intelligence Engineering
Empowering innovation through AI-driven, solution-oriented designs
that open new possibilities and shape a smarter, more connected future.
Endless Possibilities with AI
We specialize in building end-to-end AI systems that help organizations automate, optimize, and scale. From computer vision to large language models, we turn complex challenges into intelligent, deployable solutions.
Neuronics combines PhD-level research expertise, deep industry knowledge, and hands-on engineering capability to build high-performance AI systems. We follow a data-centric and engineering-first approach focused on reliability, safety, and scalability.
Edge & Embedded AI
Understanding that many real-world AI applications require on-device inference, Neuronics specializes in deploying optimized AI models on edge and embedded platforms. Whether you target ARM Cortex, NVIDIA Jetson, or microcontroller-based hardware, we deliver highly efficient, low-latency AI-inference pipelines using techniques such as model compression, quantization, pruning, and hardware-specific optimizations. Our embedded-AI solutions bridge the gap between data-center-level ML and resource-constrained hardware enabling robotics, IoT, automotive, industrial automation, and smart-device deployments without sacrificing performance or reliability.
Computer Vision Systems
Neuronics builds intelligent vision systems that interpret and respond to real-world scenarios in real time. Our AI-powered models handle detection, tracking, and analysis with high accuracy. . Our perception models run reliably on embedded automotive hardware, delivering consistent results across challenging real-world conditions. Using advanced Sim2Real workflows, we train and validate ADAS algorithms in high-fidelity simulations before deploying them on vehicles, reducing development cost, accelerating testing, and ensuring production-grade robustness.
Industrial Process Automation
Neuronics delivered solutions supporting automated dataset ingestion, annotation, versioning, and augmentation for detection, segmentation, tracking, and inspection tasks. We build and optimize deep-learning models with hardware-aware acceleration quantization, pruning, TensorRT, and ONNX optimization for deployment on cloud, on-prem, or edge devices including ARM, DSP, FPGA, and NVIDIA. Our system enables high-precision industrial vision capabilities such as defect detection, surface inspection, measurement, OCR, and barcode verification, powered by real-time inference pipelines and microservice-based APIs. With integrated MLOps, model monitoring, and drift detection, Neuronics provides a scalable, production-ready machine-vision solution for industrial automation, automotive perception, and IoT applications.
AI Based Acoustic System
Neuronics builds advanced AI-acoustic detection and localization systems that use multi-microphone arrays, Mel-spectrogram DSP processing, and deep-learning classifiers to identify and geolocate events such as gunshots, explosions, glass breaks, loud screams and mechanical anomalies. Our low-latency inference pipeline optimized for ARM, DSP, and Jetson edge hardware delivers reliable performance in high-noise environments through adaptive filtering and real-time sensor fusion. Designed for smart cities, public safety, and industrial monitoring, our acoustic-intelligence platform integrates seamlessly with any VMS, CAD, and IoT systems to enable rapid alerting and mission-critical situational awareness.
Agentic AI
Neuronics engineers advanced Agentic AI systems that enable LLMs to perform autonomous reasoning, sequential planning, and real-time tool execution across complex workflows. Our agentic architectures integrate function-calling, vector memory, multi-agent coordination, and API/DB interfaces to create systems that can act, retrieve data, and make decisions without manual intervention. Optimized for cloud-native and hybrid edge environments, these agents deliver secure, low-latency, and scalable automation for enterprise operations and intelligent system orchestration.
Shoplifting & Deterrence System
Neuronics has also developed advanced AI-powered shoplifting detection and retail loss-prevention systems using real-time computer vision, deep-learning object tracking, and behavior-analysis models. Our solution was able to use already deployed live to identify high-risk actions such as item concealment, abnormal motion patterns, and repeat-visit behaviors.With low-latency inference, intelligent alert triggers, and seamless integration into existing camera systems, retailers gain a scalable, high-accuracy deterrence platform.