Krishna Kamal Adidam

Experience

1. Machine Learning Engineer - Mlops

   Informatica

   Sep 2023 — Present

   Developing question‑answering chatbot ML pipelines with large language models (LLMs) and finetuning the models using huggingface and pytorch. Executing ML pipelines using Kubeflow, AWS EC2 and S3 as well. Effectively using Langchain during model inference and prompting. • Utilizing Docker, Kubernetes to containerize the models and deploy it on huggingface Text Generation Inference (TGI). Using Gradio as a UI interface to serve the model and also obtain user feedback in real time. • Working on the Interpretability of the LLMs’ prediction using LIME, SHAP techniques.

Education

• University of Southern California

  Master of Science - MS, Electrical and Computer Engineering

• Sri Chaitanya Junior Kalasala

  Intermediate

  2015 — 2017

• Osmania University

  Bachelor of Engineering, Electrical and Electronics Engineering

  2017 — 2021