Farhan A.

AI & Human Capital Expert | Agentic AI, HR Tech, Competency Frameworks

I help organizations become AI-ready in two ways: I build production AI systems (Agentic AI, RAG, LLM apps), and I redesign the workforce so every role has the skills to use them. I'm an AI Solution Architect and Human Capital transformation lead with 10+ years in AI (MS Computer Science, NLP/ML) and 4+ years delivering AI-powered HCM platforms for government and enterprise in the UAE, working with G42 companies (Core42, Inception42). I'm also the creator of Humentra, an AI Hire-to-Retire platform. ✅ AI IN HUMAN CAPITAL • AI skills taxonomies, job profiles and competency matrices (AI, Functional and Alpha competencies) mapped from a 40,000+ competency bank (Lightcast, ESCO, SkillsFuture, SFIA) • Structured interview guides: 3-5 questions per competency and level, with green and red flags • AI recruitment: CV parsing, talent matching, AI interviewers and AI assessments • Succession planning, talent marketplace, internal mobility and upskilling paths • HR AI assistants and agents, integrated with HRIS/ERP (Oracle, SAP, Dynamics) ✅ AGENTIC AI & AI AGENTS • LangGraph and LangChain, multi-agent systems and orchestration • Tool / function calling and MCP (Model Context Protocol) • Agent memory, state management and human-in-the-loop workflows • Planning, retries, failure recovery and guardrails ✅ RAG & LLM APPLICATIONS • Enterprise knowledge assistants, document intelligence and chatbots • OpenAI, Claude, Llama and Hugging Face; prompt engineering and structured outputs • Vector databases, hybrid search, re-ranking and evaluation • Context, token and cost optimization; safety controls ✅ AI SOLUTION ARCHITECTURE • End-to-end architecture for Agentic AI, LLM and RAG systems • APIs, microservices, PostgreSQL, Redis and vector databases • Cloud (Azure, AWS, GCP), containers, security, monitoring and scale ✅ AI STRATEGY & PROGRAM LEADERSHIP • AI use-case discovery, feasibility and roadmaps • Multi-workstream delivery, governance and stakeholder management with CHROs and executives • Responsible AI in HR, aligned with EU AI Act duties HOW I WORK Business problem → AI feasibility → architecture or framework design → build → integration → evaluation → rollout and handover, with clear milestones and documentation. I can work as your AI Solution Architect, AI Engineer, HR Tech / AI in HR consultant or AI program lead. Send me your use case, your org chart or a job description, and I'll show you the most practical path to a scalable AI solution and an AI-ready workforce.