# Karthik Subramanian — Developer Profile

> UC Berkeley EECS · Regents’ Scholar · founder, engineer and researcher.

Building across software systems, machine learning and hardware, from CUDA telemetry to transformer training. This profile is a technical overview; the [public repositories](https://github.com/KarthikSubramanian07) provide project-specific source code and details. Repository and contribution counts on the interactive profile are refreshed separately and can change.

## Technical areas

- Languages: Python, C++, Rust, JavaScript and TypeScript.
- Software systems: backend services, databases, infrastructure, containers and observability.
- Machine learning: PyTorch, CUDA, TensorFlow, computer vision, transformer training and scientific computing.
- Robotics and hardware: embedded systems, FPGA, Raspberry Pi and Arduino.
- Scientific computing: ROOT, Geant4, PyMC, SciPy, Matplotlib and Jupyter.

## Contact and background

- [Contact](https://karthiksubramanian07.github.io/contact/index.md): Professional profiles and readable contact details.
- [About](https://karthiksubramanian07.github.io/about/index.md): Background and broader interests.
- [Homepage](https://karthiksubramanian07.github.io/index.md): Portfolio introduction.