My Research

A selection of some of my ongoing and completed research projects. Click on any project to learn more. For a full up-to-date list of publications, please check my google scholar profile .

EveNFlow

Evidence Networks and Flow-Based Neural Posterior Estimation

A machine learning framework for detecting microlensing events and performing fast, calibrated inference. Designed with upcoming surveys like Roman in mind, it offers a scalable path toward real-time analysis of large astrophysical time-series datasets.

Microlensing Machine Learning Bayesian Inference
Searching for Free-Floating Planets with TESS

Searching for Free-Floating Planets with TESS

A novel search for terrestrial-mass free-floating planets (FFPs) and rare astrophysical phenomena using data from NASA’s TESS mission.

Microlensing Free Floating Planets TESS Exoplanets
New Light on Dark Extended Lenses with the Roman Space Telescope

New Light on Dark Extended Lenses with the Roman Space Telescope

A comprehensive analysis of the Roman Space Telescope’s potential to detect extended dark matter structures—such as subhalos, boson/axion stars, and halo-dressed primordial black holes—through gravitational microlensing.

Microlensing Dark Matter Astrophysics Roman Space Telescope
LIGO_BHs

Dark Black Hole in the Mass Gap

Modeling the evolution of "dark" stars to explain black holes in the mass gap using a dark electromagnetism sector.

Black Holes Dark Matter
baryogenesis

Baryogenesis and Dark Matter from Tiny Black Holes

Investigating how the evaporation of primordial black holes could simultaneously generate the observed matter-antimatter asymmetry and the present-day dark matter abundance.

Baryogenesis Dark Matter Primordial Black Holes
Kinetic Recoupling of Dark Matter

Kinetic Recoupling of Dark Matter

Introducing the concept of kinetic recoupling of dark matter and studying the resulting distinctive small-scale signatures that could be probed by future surveys.

Dark Matter Cosmology