Embedded/Edge

Architecture

Machine/Deep Learning Robotics

Advanced Solutions

Gen AI

LLM Monitoring

Building Intelligent Solutions: IoT, Edge Computing, AI & LLM Integration

We deliver end-to-end technology solutions that transform your business vision into reality. Our expertise spans from initial concept to production-ready systems, with core competencies in:

Cloud & Backend Excellence: • High-performance solutions using Quarkus with GraalVM • Modern TypeScript backends powered by NestJS • Scalable Golang-based architectures for microservices, apps, embedded • Enterprise-grade systems on Docker and Kubernetes

Advanced AI & LLM Integration: • Custom RAG (Retrieval-Augmented Generation) implementations • Intelligent document analysis and processing • Integration of leading LLM providers (OpenAI, Anthropic, Meta, Google) and open-source models • Support for Huggingface Models • PoCs based on Ollama and LM Studio • Prompt Engineering and Model Fine-tuning • Custom Agents • Private knowledge base enrichment and secure data handling

IoT & Edge Computing: • Specialized solutions for constrained device environments • Smart/Edge device architecture and connectivity • Real-time monitoring and analytics systems • Integration with industrial IoT ecosystems

Enterprise Infrastructure: • Apache Kafka ecosystem integration • WebRTC streaming solutions • Comprehensive monitoring and tracing implementations • Mobile app development (Ionic, Angular, Android)

Recent Success Stories: • Real-time image analysis system for battery manufacturing • PDF analysis and processing using advanced LLMs • WebRTC streaming platform for autonomous robotics • BEV pooling prototype for V2G (Vehicle-to-Grid) applications • Smart Meter Gateway (SmGW) monitoring system • Backend for AR/VR/XR including WebRTC connectivity • Multiple startup-focused backend solutions using NestJS and Quarkus

Intelligent System Design


Next-Generation Big Data Architecture

Transform your business with our cutting-edge big data solutions, designed for today's data-intensive landscape. We architect intelligent systems that scale seamlessly across:

• IoT Networks & Smart City Infrastructure
• Vehicle Communication Systems (C2C, V2G)
• Real-time Data Processing & Analytics
• Intelligent Data Normalization & Storage

Our enterprise-grade solutions leverage industry-leading technologies:

• Stream Processing: Apache Kafka, Apache Pulsar
• Storage Solutions: S3-compatible systems, Hadoop
• Real-time Communication: WebRTC, low-latency protocols
• Deployment Options: On-premise, Cloud, or Hybrid

Experience the power of metadata-enhanced 'Data Spaces' - our innovative approach to making your data discoverable, accessible, and future-proof.


Start Your Data Journey

Intelligent Video Processing


AI-Powered Video Analytics & Intelligence

Transform raw video feeds into actionable intelligence with our advanced video processing solutions. Our systems combine cutting-edge ML/AI with proven video analytics:

Core Capabilities:
• Real-time Event Detection & Response
• Advanced Anomaly Detection
• Object Detection & Tracking
• Behavioral Pattern Analysis
• Customer Journey Mapping

Technology Stack:
• Custom ML-enabled Camera Integration
• OpenCV-based Video Processing
• LLM-powered Scene Understanding
• Edge-to-Cloud Processing Pipeline

Whether you're upgrading existing infrastructure or deploying new systems, our solutions adapt to your needs while delivering enterprise-grade video intelligence.


Explore Video Analytics

Innovative UX/UI Design for Multi-Modal Environments

Transform your digital presence with our human-centered UX/UI design services. We craft seamless, intuitive experiences across every touchpoint:

Multi-Modal Design Excellence: • Touch-optimized interfaces for mobile and tablet devices • Natural language interfaces for conversational AI • Voice-controlled user experiences • Gesture-based interaction systems

End-to-End Design Process: • Initial concept development and user research • Interactive prototyping and user journey mapping • High-fidelity wireframes and visual design • Frontend implementation and testing

Advanced UI Technologies: • Responsive web applications • Progressive Web Apps (PWAs) • Cross-platform mobile interfaces • Accessibility-first design principles

Our design philosophy combines aesthetic excellence with functional innovation, ensuring your users enjoy consistent, engaging experiences regardless of device or platform. We don't just design interfaces – we create digital experiences that drive user engagement and business growth.

Typical RAG/Agents-based LLM Solution

More Info

Responsive Design

One design, every screen size. Perfect fit.

Full-Stack UI

From web apps to embedded systems

Touch-First Design

Lightning-fast touch response

AI-Powered Dialog

Smart conversations, seamless integration

Custom LLM Solutions

Private data integration, agent automation, model fine-tuning

Smart Gestures

Edge-powered ML gesture recognition in real-time

Hybrid Apps

Ionic-powered solutions combining web & native performance

Embedded Excellence

Premium UX on resource-constrained devices

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