Conferences, papers, talks, and events. What's happening now.
A public taxonomy of applied AI. Six layers: Guardrails and Governance, Evaluation and Observability, Orchestration, Caching, Memory, and Retrieval. Includes a live tool index, formulas, dictionary, commands, and research for enterprise AI architects.
vfaraji89.github.io/awesome-applied-ai · github.com/vfaraji89/awesome-applied-ai
Shipped with the Pricing & Revenue team at Kariyer.net. ProjectLens takes a project request and carries it end to end: effort calculation, pricing, proposal preparation, approval and follow-up, instead of spawning a fresh Excel file per quote. It plugs into Microsoft Teams and Azure DevOps so requests arrive where the team already works, and ships a read-only SQL console for the questions the dashboards do not answer. 91% of the manual effort removed: 64 hours of hand work down to 5.5, freeing 59 hours (7.3 working days) and avoiding 31 spreadsheets.
Applied AI × Pricing & Revenue · Kariyer.net · internal tool
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, with a 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.
Leading the Perplexity AI Business Fellowship programme, supporting the group-wide AI transformation initiative at Kariyer.net (ilab group) and 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