Hi, I'm Swayam, an ML Researcher at Microsoft Research India.
I work across the stack, from training algorithms and RL training for LLMs, to GPU kernels and high precision numerical libraries, to formal verification tooling for C++.
- Building efficient algorithms for training Machine Learning models microsoft/nextcoder
- Developing a cross-platform 128-bit floating-point dtype for NumPy → numpy/numpy-quaddtype
- Extending C++ to support Program Verification using SMT Solvers → cpp-verify
- High-performance BLAS for IEEE 754 binary128 (quad-precision) floating point → QBLAS
- ML Systems and Performance Engineering
- Developing better algorithms for efficient Model Training
- GPU programming and optimizations
- Distributed Systems & large-scale compute
Get in touch:
- X/swayaminsync
- Portfolio
- Personal Email singhswayam008@gmail.com