cpovex folio industry
λ = 1550 nm

Current · 2026 —

Allen Huang .

RFIC & mmWave engineer building ML-augmented design flows for the next generation of integrated systems. AI-native by daily practice. Currently @ UC Irvine, open to industry conversations.

Focus RFIC · mmWave · ML design flow + circuits
Station Irvine, CA → anywhere open to relocation
Stack model = opus-4-6 AI-augmented daily

§ I Currently

  1. 01 · eda · cadence · skill

    EDA automation for analog & RF layout

    Scripting Cadence Virtuoso / SKILL into a reproducible pipeline; turning the artisan craft of IC layout into something versioned, testable, and shareable.

    01 / 05
  2. 02 · ml · layout · rf

    ML-guided placement & routing

    Training models on the geometry of good hand-drawn layouts to propose draft topologies for passives, matching networks, and mmWave routing.

    02 / 05
  3. 03 · vco · pll · mmwave

    mmWave PLL / VCO circuit work

    Phase-noise-aware VCO design; injection-locked dividers; wideband phase-locked loops for the next generation of instrumentation and links.

    03 / 05
  4. 04 · cpo · photonics · rf

    Co-packaged optics, from the RF side

    Notes on what changes for an RF designer when the signal leaves the die as light instead of as a transmission-line mode. Where the 'vex' in cpovex comes from.

    04 / 05
  5. 05 · ai · agent · claude-code · eda

    AI-augmented analog/RF design workflows

    Building agent-driven pipelines on top of Cadence SKILL with Claude Code. Daily driver since Q1 2026.

    05 / 05

§ II Selected Work

  1. 2025 · 8 cites

    FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design

    A. Mehradfar, X. Zhao, Y. Huang, E. Ceyani, Y. Yang, S. Han, H. Aghasi

    01 / 03
  2. 2026

    EM-Aware Physical Synthesis: Neural Inductor Modeling and Intelligent Placement & Routing for RF Circuits

    Y. Huang, A. Mehradfar, S. Avestimehr, H. Aghasi

    02 / 03
  3. 2025

    Attention-Based Cognitive Beam Steering for 24GHz FMCW Radar Systems

    A. Ding, Y. Huang, S. Jeong, X. Liu, H. Aghasi, M. Imani

    03 / 03
See all publications  →

§ III Threads

§ IV Reach