Hey!
🕷️ I'm Anushka.
👾 I work on machine learning, backend development, and AI systems.
Predicts when transformer models are likely to make incorrect predictions by combining uncertainty estimation with disagreement between multiple models.
- DistilBERT-based classifier
- Confidence and entropy analysis
- Failure prediction pipeline
- Web interface for diagnostics
Neural surrogate model for solving the 2D Heat Equation using a Fourier Neural Operator as an alternative to traditional PDE solvers.
- Fourier Neural Operator implementation
- Multi-step autoregressive prediction
- Resolution-independent inference
- Heat equation simulation
- Build Code Crisis
- Learn JavaScript and React
- Learn R (to add more pain in my life)
- Contribute to open source
- Ship more projects
