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Facu SayagoFS
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Facu Sayago

@facusayago

Music annotator at BeatPulseLabs creating structured AI training annotations for instrumentation, genre, rhythm, vocals, and song structure.

Argentina
Message

At BeatPulseLabs, I analyze music for AI training datasets, covering instrumentation, genre, rhythm, vocals, and song structure. I create timestamp-based annotations and research track metadata, credits, and instrumentation while applying quality standards.

At Outlier / Aether, I perform Spanish audio transcription and correction for AI training, including speaker identification and timestamp adjustment. I also evaluate AI-generated speech, audio, and multimodal outputs against detailed quality rubrics.

Across freelance live sound and broadcast work, I mix and operate audio for concerts, theatre, and streaming productions. I also record live shows and studio sessions, then edit and mix in Pro Tools.

Experience

Work history, roles, and key accomplishments

OA
Current

AI Data Annotator / Speech, Audio & Multimodal AI Evaluator

Outlier / Aether

Sep 2026 - Present (0 months)

Perform Spanish audio transcription and correction for AI training, including speaker identification, timestamp adjustment, locale formatting, and structured audio flags. Evaluate AI-generated speech/audio and multimodal outputs against detailed QA rubrics for pronunciation, naturalness, artifacts, repetitions, accents, fillers, and overall quality.

BE
Current

Music Annotator / Audio Data Specialist

BeatPulseLabs

Jan 2025 - Present (1 year 8 months)

Analyze music for AI training datasets across instrumentation, genre, rhythm, tonal characteristics, vocals, song structure, production, emotion, and audio quality. Create timestamp-based structured annotations and apply QA standards for consistency and dataset quality.

FP
Current

Streaming Audio Engineer / Broadcast Audio Operator

Freelance / Selected Productions

Jan 2022 - Present (4 years 8 months)

Operate audio for live streaming and broadcast productions, managing microphone/program feeds, routing, monitoring, and live mixing. Supported productions at Tecnopolis and international live-broadcast workflows requiring technical communication in English.

FR
Current

Live Sound Operator / Recording Engineer

Freelance

Jan 2009 - Present (17 years 8 months)

FOH and monitor mixing for concerts, theatre productions, festivals, venues, corporate events, and live productions. Set up and operate digital and analog consoles, PA systems, microphones, stage patching, routing, and wireless systems. Record live shows and studio sessions; perform multitrack recording, editing, mixing, and post-production in Pro Tools.

IN

Music Annotation / Audio Data Specialist - Stem Separation Project

Innodata

Aug 2026 - Aug 2026 (0 months)

Performed audio annotation for an AI training project focused on stem separation and instrument identification. Analyzed isolated stems, identified instrument families and individual instruments, and produced structured labels under project-specific quality standards.

CO

Sound Operator - International Broadcast

CONMEBOL

Jan 2023 - Dec 2023 (11 months)

Provided professional sound operation for international sports broadcast production in a high-pressure live environment. Supported broadcast audio workflows, signal management, and technical coordination.

Education

Degrees, certifications, and relevant coursework

Universidad Nacional de Tres de Febrero (UNTREF) logoUU

Universidad Nacional de Tres de Febrero (UNTREF)

Sound Engineering, Sound Engineering

2018 -

Pursuing a degree in Sound Engineering, ongoing since 2018.

Universidad Nacional de Tres de Febrero (UNTREF) logoUU

Universidad Nacional de Tres de Febrero (UNTREF)

Bachelor's Degree, Music

2012 - 2017

Completed a Bachelor's Degree in Music from 2012 to 2017.

NM

National Music Conservatory - San Martin

Conservatory Program, Music

2014 - 2016

Studied at the National Music Conservatory from 2014 to 2016.

IC

INARTEC, Colegiales

Sound Operator, Sound Engineering

2009 - 2011

Completed a Sound Operator program from 2009 to 2011.

Tech stack

Software and tools used professionally

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