Public profile
Abilkhair Madiyarov
@Abel
Data & AI Leader — LLM products in production (assessment platform, voice agents, RAG) · hiring AI engineers
Consultant and business analyst with 10 years of client-facing work for international organizations and large enterprises (World Bank, UNFPA, Ministry of Health, KPMG engagements, Kazakhmys) — and hands-on delivery of AI solutions in production since 2025: an LLM-based…
About
competency-assessment platform, conversational AI agents for structured interviews, and a retrieval (RAG) service. Works at the intersection of business and AI: discovers high-impact use cases with stakeholders, translates needs into requirements, data specifications and model-evaluation metrics, runs workshops for non-technical audiences, and redesigns workflows around AI components. Evaluates initiatives by feasibility and business value — with explicit kill-criteria and ROI tracking. Storytelling in English and Russian: board decks, executive training, public writing on AI governance.
Career
Experience, skills, projects, and achievements.
Data & AI Leader — LLM products in production (assessment platform, voice agents, RAG) · hiring AI engineers