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Technical Blog

Insights on AI, Machine Learning, NLP, and cutting-edge technologies

2024 Featured Project

Progrezz: AI Study Assistant with Adaptive Learning

Intelligent study platform that generates personalized quizzes, flashcards, and essays. Features an innovative feedback loop that learns from your mistakes to target weak points.

AI Agents RAG EdTech Feedback Loop
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2024 Featured Project

NORMO: AI-Powered Construction Law Assistant

Multi-agent AI system providing intelligent legal guidance for Austrian building regulations. Uses advanced NLP for document analysis and regulatory compliance.

AI Agents LegalTech NLP Multi-Agent
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2024 Featured Project

AIKA: RAG System with Precise Document Citations

Advanced Retrieval-Augmented Generation system with expansion RAG architecture. Provides exact document citations for enhanced accuracy and source traceability.

RAG Citations Vector DB LLMs
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2024 15 min read

Building Production-Ready RAG Systems: A Comprehensive Guide

Learn how to design and implement Retrieval-Augmented Generation systems that achieve 40% performance improvement. Covers architecture, vector databases, and best practices.

RAG LangChain Vector DB LLMs
2024 12 min read

ML Pipeline Automation: From Development to Production

End-to-end guide for building automated machine learning pipelines with MLOps best practices. Includes deployment strategies and monitoring solutions.

MLOps MLflow Airflow Docker
2024 10 min read

AI-Powered Session Recording and Analysis

Building intelligent session recording tools with computer vision and analytics. Real-time processing and insights extraction.

Computer Vision Analytics Real-time AI