shreyashankar

gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

toy-ml-pipeline

Toy example of an applied ML pipeline for me to experiment with MLOps tools.

overleave

Chrome extension that opens and syncs Overleaf compiled pdfs in a new window.

m1-setup

Notes on how I set up my new M1 MacBook Pro

debugging-ml-talk

Code accompanying the "Debugging machine learning in production" talk

web3-reading-list

List of good readings on web3.

spade-experiments

Experiments to assess SPADE on different LLM pipelines.

ml-dataval-tutorial

Tutorial: Data Validation for Machine Learning Techniques

oreilly-monitoring

research-ideas

List of proposed abstracts I'd love to work on, if I had the time.

100-exercises-to-learn-rust

A self-paced course to learn Rust, one exercise at a time.

questions

Questions I have that I would love to explore if I have time.

vython

Versioning Python scripts.

shreyashankar

mltrace-ifc-demo

Project demo for CS294 Privacy-Preserving Systems.

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

shreyashankar.github.io

motion-sigmod-demo

SIGMOD Demo 2024 Submission for Motion

prompteng

Experiment scaffold for trying out different prompts.

streams

STREAMS: A Benchmark of Naturalistic Streaming Data for Online Continual Learning

ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

needle-in-the-real-world

prompt-eval-recommendation

Streamlit app for recommending eval functions using prompt diffs

cal-data-eng.github.io

Data Engineering Course Website

deem-workshop.github.io

LLMDrift

nbsafety

Fearless interactivity for Jupyter notebooks.

nbsafety-experiments

OpenAI_CLIP_adversarial_examples

Developing adversarial examples and showing their semantic generalization for the OpenAI CLIP model (https://github.com/openai/CLIP)

research-blog