Lead design, training, and evaluation of LLMs for translation and language-quality tasks; build robust evaluation frameworks; architect agentic multi-model workflows; own model development from data curation to production; run reproducible experiments; collaborate with product and engineering and mentor researchers.

Own annual budgeting and rolling forecasts, maintain financial models, deliver monthly variance analysis, headcount and workforce cost planning, reconcile statutory and management accounts, partner with Revenue/GTM on ARR and pricing analytics, support M&A and investor/board reporting, and build AI-assisted automated reporting across a multi-tool finance stack.

Lead group accounting, consolidation, tax and transfer pricing, and external audit for a multi-entity international SaaS group. Own balance sheet integrity, month‑end and year‑end close, reconciliation frameworks, and regulatory compliance. Drive and supervise agentic automation for close, reconciliations, tax computations and controls, codifying judgement into rules and ensuring auditability.