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Eric Guzman
Senior Solutions Architect specializing in MLOps and AI platform operations
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Audio/music editor and mixer with Symphony Space promotional work (e.g., Uptown Showdown, Selected Shorts), focused on shaping emotion and pacing through tempo automation, tension-building harmonic choices, and precise cut-to-music timing. Pro Tools certified (Institute of Audio Research) with hands-on mixing workflows across Logic, Reason, and Cubase, and experience iterating based on commercial/producer feedback.
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Key Strengths
- Uses tempo changes and strategic music pauses to shape narrative pacing and emphasize performances
- Applies harmonic tension techniques (delayed cadence/resolution, dissonance/tritones) to support story beats
- Adapts quickly to feedback (e.g., simplified distracting keyboard arpeggios into sustained chords for clearer messaging)
- Strong multi-DAW proficiency (Pro Tools certified; Logic/Reason/Cubase experience)
- Consistent mix quality practices: crossfades, automation, clip-level noise cleanup, EQ cleanup, dialogue ducking, gating
- Efficient mixing approach using bussing to reduce plugin load and maintain consistency
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