I'm an AI Engineer working in defence tech and a published researcher specializing in production LLM systems and knowledge graphs. With an MSc in Data Science (Distinction) from the University of Birmingham, I help fresh graduates navigate the journey from university to their first engineering role. My Credentials: • AI Engineer at a defence tech company • MSc Data Science (Distinction) from University of Birmingham • Published Researcher at MICAD 2025, additional work under review at EACL 2026 • Built production conversational AI systems serving 1,000+ users with 99.8% uptime • MSc thesis achieved 67% hallucination reduction and 50% search improvement over baseline systems • Expertise in Claude, LangChain, LangGraph, Neo4j, RAG systems, and knowledge graphs What Makes Me Different: I combine real industry experience building production AI systems with active research credentials. I'm not just teaching theory, I'm showing you what actually works in competitive AI job market because I've just been through it myself. I Help Fresh Graduates With: • Building AI portfolios that actually impress recruiters (RAG systems, LLM applications, real projects) • Strategic job searching for AI/ML roles (where to apply, how to stand out) • Technical interview preparation (LLM concepts, system design, coding assessments) • CV and LinkedIn optimization for AI engineering positions • Understanding the gap between academic knowledge and industry expectations • Transitioning research skills into industry-relevant experience Whether you're struggling to land interviews, unsure what projects to build, or need help preparing for technical rounds, I provide practical guidance based on what actually worked for me and what I see working in the industry today. Let's turn your degree into your engineering role.