Work
This page separates public research from confidential professional systems work. Sensitive details stay private by design.
Public research
open2023 · Partial order / Plackett–Luce
Ranking estimation under partial observations and time-varying order structure.
Public research
open2022 · Network science / Triadic closure
Modeling evolving social networks, from triadic closure to block-structured communities.
Public research
open2022 · Sequential Monte Carlo / Gaussian processes
Sequential Monte Carlo, Gaussian processes, and online hyperparameter inference for noisy streaming data.
Sanitized systems
These cards describe capabilities and engineering judgment without revealing proprietary details or internal names.
Capability · abstracted
privatefrom data quality to model review
Workflows that connect source hygiene, signal review, model evaluation, and reproducibility checks without exposing proprietary implementation details.
Capability · abstracted
privateconstraints before cleverness
Controls that make automated decision systems easier to monitor, constrain, and reason about when conditions shift or assumptions degrade.
Capability · abstracted
privateruntime behavior back to research
Feedback paths that separate research assumptions from observed behavior, with emphasis on traceability, diagnosis, and clean post-hoc review.