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  • Georgia Institute of Technology
  • Atlanta, Georgia

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AyushiChakrabarty/README.md

👋 Hi, I'm Ayushi Chakrabarty

Research Scientist @ Georgia Tech 🐝

Building intelligent systems at the intersection of:

Applied ML · Generative AI · System Design · Responsible AI



Interests

  • LLM applications, agents, and retrieval-augmented generation
  • System design, distributed systems, and cloud-native architectures
  • Responsible AI, guardrails, evaluation, and trustworthy deployment
  • Observability and feedback-driven AI improvement loops

Currently exploring how to bridge the gap between AI research and production systems.


Technical Stack

Languages

Python Java JavaScript C++ SQL


AI Engineering

PyTorch TensorFlow Transformers
LangChain CrewAI OpenAI SDK
RAG Vector Search LLM Applications


Systems & Cloud

AWS Docker Linux
Apache Kafka Terraform
PostgreSQL MongoDB Redis S3


Backend & Engineering

FastAPI Swagger
REST APIs CI/CD Git


Trustworthy AI

AI Guardrails Responsible AI
LLM Evaluation Observability
Monitoring Telemetry

Activity


GitHub Insights



Contribution Overview

Snake animation

Popular repositories Loading

  1. AC_Data-Structures-and-Algorithms AC_Data-Structures-and-Algorithms Public

    Easy to understand codes

    2

  2. Datacamp-Project-Solutions-R Datacamp-Project-Solutions-R Public

    Forked from veeralakrishna/Datacamp-Project-Solutions-R

    Datacamp Portfolio Project Solutions-R Programming

    Jupyter Notebook 2

  3. MathWorks-Excellence-in-Innovation MathWorks-Excellence-in-Innovation Public

    Forked from mathworks/MATLAB-Simulink-Challenge-Project-Hub

    Capstone and senior design projects for undergraduate and graduate students to gain practical experience and insight into technology trends and industry directions.

    MATLAB 2

  4. www.mlcompendium.com www.mlcompendium.com Public

    Forked from orico/www.mlcompendium.com

    The Machine Learning & Deep Learning Compendium is an open-source knowledge-sharing project compiled using Gitbook.

    2

  5. AC_Smart-Meter-Data-Analysis AC_Smart-Meter-Data-Analysis Public

    Jupyter Notebook 1

  6. playwright playwright Public

    Forked from microsoft/playwright

    Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

    TypeScript 1