Emil Khamedov is a developer who has shipped software across a diverse range of domains. He built and deployed a production ERP serving businesses in the residential construction sector, oil and gas extraction and refinery industry, and real estate property rental area. As a quantitative developer at an investment firm he engineered Nasdaq data pipelines and deployed MCP servers connecting Claude to live market data and strategy tooling. He has developed features for government digital services used by more than two million citizens, programmed Siemens PLC and SCADA systems automating oil extraction sites, and debugged cloud services handling 20,000 daily requests. He deployed an AI restaurant management platform ecosystem in multiple restaurants across Almaty and Astana grounding LLM pricing recommendations in live web data. He graduated with First Class Honours in Computer Science from the University of Birmingham and begins an MSc in Finance at UCL in September. This is his first conference talk.