Aisha Williams
Ml Research Scientist
Synapse AI Labs
LinkedIn: demo://aisha-williams
Resonance
2.7
Dissonance
2.7
Experience
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Ml Research Scientist
Synapse AI Labs
2021 - Present
Leads research on multi-modal reasoning and long-context retrieval for enterprise foundation model suites. Published papers at NeurIPS and ICML.
Quantitative Analyst
Arcturus Global Fund
2018 - 2021
Developed alpha signals for systematic equity strategies using alternative data including satellite imagery, web traffic, and card panel data.
Education
M.S. Statistics
Stanford University • Stanford, California, USA
2016 - 2018
B.S. Applied Mathematics
Yale University • New Haven, Connecticut, United States
2012 - 2016
3 Reviews
3.0
3.0
Mar 21, 2026Last edited on Mar 21, 2026
Exceptional researcher, challenging collaborator
Reviewed by a colleague
Strength: Depth of research, original thinking, extraordinary final output that the team builds on
Weakness: Timeline adherence and mid-process communication are genuine weaknesses that affect the people depending on her work
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1.0
4.0
Mar 21, 2026Last edited on Mar 21, 2026
Gifted researcher who doesn't play well with the d...
Reviewed by a colleague
Strength: Final research output quality — when it comes, it is worth the wait
Weakness: Solo operating mode that creates hard dependencies; doesn't communicate progress or blockers until the work is fully done
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4.0
1.0
Mar 21, 2026Last edited on Mar 21, 2026
Rare bridge between quant and applied AI
Reviewed by a colleague
Strength: Cross-disciplinary thinking, quality of signal research, intellectual ambition that pushes the work forward
Weakness: Works in isolation; could share process more to help the team learn alongside her rather than receiving finished output
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