Current Research Investigations
FUTURE MISSION
Nancy Grace Roman Space Telescope
Developing a predictive simulation pipeline to quantify the atmospheric characterization potential of the Roman CGI and WFI.
- Bayesian Retrieval
- Roman CGI Sim
- Nested Sampling
ACTIVE MISSION
Cross-Mission Validation: WASP-96b
Benchmarking TESS photometry against JWST NIRISS spectra to resolve the abundance-cloud degeneracy in Hot Jupiters.
- petitRADTRANS
- lightkurve
- JWST NIRISS
TECHNICAL INFRASTRUCTURE
Large-Scale Data Engineering
Collaborating on automated light-curve processing and pipeline optimization during a professional research residency.
- Data Pipelines
- Automated QA
- Python Engineering
ML RESEARCH
Augmented Detection & Flux Analysis
Extending baseline CNN models with synthetic data augmentation to improve exoplanet detection in low SNR environments.
- TensorFlow
- Data Augmentation
- CNN Architectures
Contact
Abhinav Kandregula
abhinav.kandregula08@gmail.com