🧠 AI/ML Engineer & Researcher (Student) specializing in foundation models and inference optimization
⚡ Building transformers, vision models, and high-performance systems from scratch
🔭 Currently working on GPU-accelerated inference systems and low-rank optimization
🌱 Exploring JAX, CUDA kernels, and efficient model architectures
🎯 Passionate about making AI more accessible through optimized single-GPU solutions
| Project | Description | Tech Stack |
|---|---|---|
| SynapseWorks | 🧠 Interactive neural network architect for rapid design, training, and evaluation | Svelte Python JAX |
| Feather | 🪶 Software-emulated FP8 quantization for research on low-precision training | Python JAX |
| Low-Rank-Inversion | 🏆 Amazon ML Challenge 2025 — multimodal regression using low-rank structure | Python Linear Algebra |
| VisionTransformer-JAX | 👁️ Vision Transformer implemented from first principles | JAX Optax |
| RL-Terrain-Navigation | 🎮 RL agent navigating stochastic terrain with policy-gradient methods | PyTorch |