Drew Edwards
902 connections
Joined March 2025
About
Santa Monica, California, United States
Founding Engineer @ Happenstance 🍀
Machine learning engineer with over a decade of experience. PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM) at Queen Mary University of London. Pragmatic with interests in mathematics, machine learning, and music. Generalist with the ability to dive deep. Passionate learner.
Notes
DGDylan Gosssaid they've seen
DEDrew Edwards
make especially valuable contributions as a software engineer.Jan 28, 2026
ATAlex Teichmansaid they've seen
DEDrew Edwards
consistently deliver outstanding work as a software engineer.Jan 27, 2026
ISIshan Shahsaid they've seen
DEDrew Edwards
consistently deliver high-quality software solutions that make a real impact.Jan 27, 2026
PMPavlos Morossaid they would recommend
DEDrew Edwards
if someone needed a standout ML engineer for a fast-moving startup.Jan 26, 2026
PMPavlos Morossaid they would trust
DEDrew Edwards
to lead an AI engineering project that's critical to their company.Jan 23, 2026
ATAlex Teichmansaid they've seen
DEDrew Edwards
solve challenging AI problems in a way that made a big impact.Jan 22, 2026
PMPavlos Morossaid that if they had a challenging AI problem to solve,
DEDrew Edwards
would be among their first picks to work with.Jan 20, 2026
XRXavier Rileysaid they would trust
DEDrew Edwards
to tackle tough software engineering challenges on a critical project.Jan 19, 2026
PMPavlos Morossaid
DEDrew Edwards
is one of the most impressive software engineers they've worked with.Jan 16, 2026
Dec 3, 2025
PMPavlos Morossaid
DEDrew Edwards
is one of the most talented engineers or researchers they've seen working on machine learning for music or audio.Nov 28, 2025
ISIshan Shahsaid they've seen
DEDrew Edwards
take real ownership of distributed systems used in production voice automation or real-time AI products.Nov 24, 2025
PMPavlos Morossaid they've seen
DEDrew Edwards
solve challenging AI engineering problems in ways that impressed them.Nov 18, 2025
Nov 17, 2025
Nov 15, 2025
ISIshan Shahsaid
DEDrew Edwards
is one of the most impressive backend or infrastructure engineers they've worked with on AI projects.Nov 14, 2025
PMPavlos Morossaid
DEDrew Edwards
is one of the most impressive machine learning practitioners they've worked with.Nov 13, 2025
PMPavlos Morossaid they've seen
DEDrew Edwards
make a real impact by building or scaling backend systems for AI applications.Nov 12, 2025
DGDylan Gosssaid they've seen
DEDrew Edwards
make a significant impact through their AI engineering work.Nov 11, 2025
Nov 10, 2025
DGDylan Gosssaid they've seen
DEDrew Edwards
deliver outstanding results as an ML engineer on complex problems.Nov 10, 2025
Nov 7, 2025
PMPavlos Morossaid they would trust
DEDrew Edwards
to lead the engineering on a technically challenging project.Nov 3, 2025
Nov 3, 2025
PMPavlos Morossaid
DEDrew Edwards
has stood out to them for their dedication and impact as a PhD student in their field.Oct 30, 2025
ISIshan Shahsaid that if they needed a key collaborator for a challenging research project,
DEDrew Edwards
would be one of their top choices among PhD students.Oct 23, 2025
ISIshan Shahsaid
DEDrew Edwards
has stood out to them for their dedication and impact as a PhD student in their field.Oct 22, 2025
DBDaniel Byshkinsaid
DEDrew Edwards
is one of the most impressive PhD students they've worked with or known.Oct 22, 2025
PMPavlos Morossaid they’ve seen
DEDrew Edwards
make a major impact on their team or company by applying advanced machine learning skills at a high growth company.Oct 14, 2025
PMPavlos Morossaid they would trust
DEDrew Edwards
to lead the technical development for a new startup’s product.Oct 10, 2025
ATAlex Teichmansaid
DEDrew Edwards
is one of the most impressive machine learning engineers they've worked with in a high growth company setting.Oct 10, 2025
PMPavlos Morossaid they've seen
DEDrew Edwards
excel at both engineering and driving product direction in a startup setting.Oct 8, 2025
JFJosh Faustsaid
DEDrew Edwards
is one of the most impressive AI engineers they've seen make an impact at a high-growth startup.Oct 3, 2025
ATAlex Teichmansaid they've seen
DEDrew Edwards
drive key AI initiatives that helped a startup grow fast.Sep 26, 2025
ISIshan Shahsaid they would be excited to have
DEDrew Edwards
on a software development team for a challenging project.Sep 26, 2025
ISIshan Shahsaid they would be excited to work with
DEDrew Edwards
again if they were building an AI team at an ambitious startup.Sep 26, 2025
Sep 19, 2025
ATAlex Teichmansaid that if they needed someone to tackle a complex software challenge,
DEDrew Edwards
would be one of their top picks.Sep 11, 2025
ATAlex Teichmansaid
DEDrew Edwards
is one of the strongest founding AI engineers they've collaborated with.Sep 4, 2025
ISIshan Shahsaid
DEDrew Edwards
is one of the strongest founding AI engineers they've collaborated with.Sep 4, 2025
ISIshan Shahsaid
DEDrew Edwards
is one of the most technically impactful engineers they've worked with on AI infrastructure.Jul 4, 2025
ISIshan Shahsaid
DEDrew Edwards
is one of the most exceptional founding engineers they've worked with in AI infrastructure.Jul 2, 2025
ATAlex Teichmansaid
DEDrew Edwards
is one of the most exceptional founding engineers they've worked with in AI infrastructure.Jun 28, 2025
ISIshan Shahsaid they've seen
DEDrew Edwards
deliver outstanding work in real-time audio or music processing using machine learning.Jun 13, 2025