Parshvi Jain
Backend and ML engineer.
New to Contra
Parshvi is ready for their next project!
I Audited LIME on 30 Inputs and Found It Fails on the Easiest Ones. This experiment clearly shows when to use LIME and when not. https://medium.com/@parshvijain1508/i-audited-lime-on-30-inputs-and-found-it-fails-on-the-easiest-ones-20f3bf370274?sharedUserId=parshvijain1508
Also...
medium.com
I Audited LIME on 30 Inputs and Found It Fails on the Easiest Ones
LIME is one of the most cited explanation methods in machine learning. It tells you which words in a sentence influenced a classifier’s…
XAI Forensics: Explainable Sentiment Analysis Tool
Built a full-stack Explainable AI platform to explore how transformer models interpret and classify...
I Audited LIME on 30 Inputs and Found It Fails on the Easiest Ones. This experiment clearly shows when to use LIME and when not.
https://medium.com/@parshvijain1508/i-audited-lime-on-30-inputs-and-found-it-fails-on-the-easiest-ones-20f3bf370274?sharedUserId=parshvijain1508
medium.com
I Audited LIME on 30 Inputs and Found It Fails on the Easiest Ones
LIME is one of the most cited explanation methods in machine learning. It tells you which words in a sentence influenced a classifier’s…
AI-native mini CRM backend for reaching D2C shoppers. Two FastAPI services that share nothing at runtime and communicate over HTTP only:
crm_api/ is the main CRM: ingest, segments, campaigns, AI endpoints, and the receipt callback API.
channel_service/ is a stubbed messaging...
The AI/ML roadmap everyone shares is either overwhelming or outdated.
So I wrote the guide I wish I had when I started.No Gate, No Problem is a practical AI/ML career guide for students from tier-2/3 colleges, covering what to learn, what to skip, how to build real projects, and...
SheSpeaks is one of the flagship initiatives I have worked on under the ABES ACM-W Student Chapter. The initiative was designed to create a space where women could openly share their journeys, challenges, ideas, and experiences around technology, education, leadership, and...
