Conferences, papers, talks, and events — what's happening now.
Live demo of our tool-augmented multi-agent system for job position normalisation. The system uses MCP-based multi-agent coordination to map free-form job titles to O*NET and ESCO taxonomies — 72.5% reduction in classification time, up to 95% segment-level accuracy.
ACM Conference on AI and Agentic Systems · DoubleTree by Hilton San Jose · May 26–29, 2026
Accepted and published in the ACM Digital Library. DOI: 10.1145/3786335.3813207. Peer-reviewed demo paper presenting a novel MCP-based architecture for cross-lingual occupation classification at enterprise scale.
18-hour technical training program covering custom tool design, contextual system architecture, multi-agent coordination, and production tool execution. Delivered through Techcareer platform.
Techcareer · 18 hours · Istanbul
Technical paper on arXiv introducing an open-source toolkit for token-aware context management, cost modeling, and workflow optimization. VS Code extension with 500+ installs.
Large-scale empirical study on extracting structured skill signals for the Turkish labor market using modern LLM-based pipelines. First systematic benchmark for Turkish NLP in workforce analytics.
Invited talk on designing context-aware systems for AI-native development workflows. Covering token budgeting, relevance scoring, and production deployment patterns.
Only Builders Club · Istanbul
Mentoring emerging talent on AI career paths, portfolio building, and navigating the transition from traditional engineering to applied AI roles.
Secured a $40,000 enterprise AI grant from Perplexity AI for the group-wide AI transformation initiative at Kariyer.net (ilab group). Establishing baseline standards for agentic infrastructure.
Invited speaker on building deep agent frameworks for SaaS platforms. Covering multi-agent orchestration, tool integration patterns, and production deployment of LLM-powered features.
Bridge Summit '25
Guest lectures on enterprise-grade prompt engineering, tool design patterns, and AI system architecture for graduate and undergraduate programs.
Kayseri University & Van University