Ivan Andrei PRO

====== Core Research Interests: ====== >> Large Language Models (LLMs) fine-tuning and optimization for specialized tasks >> Machine Learning applications in cybersecurity threat detection and malware analysis >> AI-powered security automation and behavioral anomaly detection >> Prompt engineering and context-aware AI agent development ====== Applied ML Focus: ====== >> NLP and conversational AI for enterprise support systems >> Deep learning for vulnerability assessment and penetration testing automation >> AI model deployment and integration in production environments >> ML-driven data analysis and pattern recognition for SOC operations ====== Technical Domains: ====== >> Neural networks and ensemble methods for antivirus detection systems >> Heuristic and behavioral analysis using ML algorithms >> AI-assisted content generation and educational tool development >> Supervised/unsupervised learning for clustering and classification tasks ====== Current Explorations: ====== >> Building AI-powered digital products and monetization strategies >> Integrating LLMs with business intelligence and automation workflows >> Research on AI ethics and responsible deployment in security contexts >> Experimenting with AI APIs (Mistral AI, Deepseek V3.2, Google Gemini) for custom solutions