Elemental by Harsh Karia

This is mainly a platform for me to showcase my technical projects, share insights on machine learning, and archive my thoughts chronologically.

I am currently software engineer based out of Los Angeles and hold a graduate degree focusing on machine learning at the University of Southern California. I completed my undergraduate degree in Computer Science in 2020 at the University of California, Santa Cruz, where I researched stroke rehabilitation using virtual reality.

I have built distributed enterprise services, pipelines, iOS apps, and machine learning models. My primary technology stacks are Angular and Nest.js for purely web development; I like FastAPI if I want to add REST behind ML models in Python. For ML itself, I work in PyTorch across GPU clouds for training.

In my free time, I like to mix music, travel, and explore the outdoors.

Oct 8, 2023

Why do LLMs play well with in context learning?

Exploring findings related to what makes large language models effective to prompts

Apr 23, 2023

Notes on Loss Functions

Some blurbs on important evaluators in ML