Redefining Intelligent Systems - Engineering diary

Intro: At the forefront of AI, automation, and edge intelligence, ITQuarks team is shaping how the world interacts with software, data, and systems. Our flagship portfolio is a testament to our engineering depth and innovation mindset—delivering scalable, production-ready solutions that span industries from embedded systems and financial markets to multilingual content and healthcare automation. Here’s a look at the real-world impact of our most advanced AI-driven projects.

🚀 Flagship Project Highlights

1. Anomaly Detection for Software Behavior

Using an auto-encoder ensemble and statistical clustering, this solution pinpoints software execution anomalies across billions of trace points. It slashes false positives to under 1% and proactively prevents system failures in distributed embedded environments.

2. Retrieval-Augmented Generation (RAG) for Software Insights

An intelligent workflow integrating Slack threads, vector stores, and OpenAI to surface actionable insights during code review. This RAG-based system reduced pull request review cycles by 40%.

3. AI-Powered Forex Analysis

A regulation-compliant statistical engine integrated into WordPress, delivering AI-generated FX signals for over 1,000 currency pairs every hour. The result? A 25% boost in user engagement and lower operational costs.

4. Scalable Content Translation

A multi-tenant WordPress plugin built with Elementor, capable of automatically creating and localizing pages in 47 languages. The tool drove up to 60% traffic growth in LATAM and EMEA markets during key rollouts.

5. Wix AI Assistant

Powered by a knowledge graph, this assistant responds in real time to visitor questions using site data and owner input—leading to 24/7 engagement and an 18% increase in conversion rates.

6. High-Volume FX Platform

Combining a WordPress front end with Node.js microservices and InfluxDB, this horizontally scalable platform processes over 1,000 currency pairs per hour, handling real-time signals and analytics seamlessly.

7. Medical Criteria Identification

An Azure OpenAI-powered OCR and NER service that extracts key data from health records to speed up pre-authorizations by 8× while staying fully HIPAA and GDPR compliant.

8. Hazelnut Identification at the Edge

A YOLOv4 model deployed on Jetson Xavier NX enables real-time hazelnut classification, cutting manual labor by 70% and tripling processing throughput for agricultural clients.

9. Sentiment Optimizer for User Engagement

This real-time NLP pipeline analyzes user tone and intent, recommending content improvements that boosted average on-page time by 28% on pilot media platforms.

10. Vicomi Reaction Bar (30k req/s)

A Node.js + Redis architecture that handles over 2.5 billion reactions per day, offering ultra-fast engagement analytics and a robust recommendation API for global publishers.

11. AI Binary Execution-Time Prediction

Leveraging custom-trained LLMs on control-flow graphs, this system predicts function-level execution time and flags regressions early in CI/CD pipelines—transforming software QA.

Summary

This portfolio reflects our core mission—to solve high-impact problems with precision-engineered AI. Whether it's enhancing software resilience, enabling global reach, or automating edge processes, these projects prove our commitment to building real-time, intelligent, and scalable solutions. At ITQuarks, we don't just deliver products; we deliver transformative performance.