Mohamed A M Elansary, PhD
AIML — ML Researcher, Post-Training for Foundation Models — Apple
Why Post-Training (not general FM)
- Eval frameworks beyond static benchmarks
- Sparse/delayed rewards in agentic settings (PhD + shipping)
- Tool-use agentic systems in production
Sourced insight 1 — JD
“…handling sparse and delayed rewards in agentic settings… Design robust evaluation frameworks… moving beyond static benchmarks…”Source: Apple jobs 200645804 · 2026-09-03
Sourced insight 2 — Apple ML Research
“…refined with supervised fine-tuning and reinforcement learning… executing tool calls… locale-specific evaluation…”Source: Apple FM Tech Report 2025