My Works

ML\DL projects : 

Generative AI application using LangChain demo:  PDF Semantic search : Streamlit (chatpdfgpt.streamlit.app)  

Youtube video showcasing Generative AI sample PDF semantic search application : https://www.youtube.com/shorts/tMkRjg0lLBo

Academic Projects : https://eportfolio.greatlearning.in/prasad-nair 

prasadwrites.github.io/htmlpreview/index.html 

Documents published on medium: 

1. Machine learning model deployment :

https://prasad-writes.medium.com/deploying-a-machine-learning-model-8e1edd643422

2. Fine tuning (Transfer learning) a NLP Bert model

https://prasad-writes.medium.com/nlp-transfer-learning-using-tfhub-bert-model-e7e577e660b2

3. MLflow a simple introduction

https://prasad-writes.medium.com/mlflow-example-93f84e8a095e

Blogs

1. Algorithms

Exhibition / Maker Faire

Smart Door (presented this at Austin Maker Faire) - OpenCV and Machine Learning project.  I presented a demo at the Austin Maker Faire under the title smart door. We made a prototype of  a door that locks and unlocks based on facial recognition.  OpenCV is used to capture and manipulate an image of a person and later using the deep learning library, face recognition is done using open-source deep learning libraries. On recognizing the face door is unlocked.