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Ali Rahmati

Senior Machine Learning Engineer specializing in optimization, LLMs, and on-device AI

Santa Clara, CASenior Engineer9 years experienceSeniorSemiconductorsTechnologyTelecommunications
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About

Engineer with hands-on experience debugging and hardening a fixed-point implementation for an internal PoC, quickly diagnosing overflow/underflow issues that caused intermittent failures across thousands of runs and delivering a code fix. Comfortable presenting technical solutions with layered slide depth and doing follow-up deep dives for interested stakeholders, though has limited direct customer/sales partnership experience.

Experience

Senior EngineerQualcomm
Research InternDocomo Innovations
Graduate Research AssistantNorth Carolina State University

Education

North Carolina State Universitydoctorate, Electrical Engineering (2021)
University of Tehranmaster, Electrical Engineering (2015)
Ferdowsi University of Mashhadbachelor, Electrical Engineering (2012)

Key Strengths

  • Systematic debugging approach using breakpoints and variable inspection
  • Identifies numeric edge cases (underflow/overflow) in fixed-point implementations
  • Rapid issue triage and resolution based on extreme input data analysis
  • Adapts technical presentations with layered detail and handles deep-dive Q&A effectively

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Languages

English

Skills

ADMMAutoencodersAWQBayesian OptimizationBenders DecompositionBlack-box OptimizationBoTorchCC++ChromaComputer VisionConstrained OptimizationConvex OptimizationCPLEXCVX