Search You PDF

• Project based on searching PDF with some questions. This is an opensource model. So, no OpenAI key required. • For Text Preprocessing, Langchain is used and to create embeddings, sentence Transformer used. • Vector Store (ChromaDB) used for storing Embeddings. • For LLM Pipeline, huggingface used

YouTube Analysis

• Extracted information from the YouTube channel using API and ingested the data to an Apache Kafka. • Processed the streamed data using Apache Kafka and stored it in the Cassandra database.. Applied the machine learning clustering model and deployed it in Heroku

End to end E-Commerce Chatbot With AWS Deployment

Leveraging the capabilities of OpenAI's natural language processing models, I crafted a chatbot that understands user intent and delivers personalized responses. Astra DB (Cassandra) and Langchain to create a smart and efficient conversational AI assistant for our online store.

Gemini Pro to retrieving SQL queries

With Gemini Pro and LLM, we're taking our database for querying and it will convert the text to SQL and this query will hit our database and retrieve the results.

Aged Care

The dashboard titled "Aged Carers across Australia" provides a comprehensive overview of aged care workers serving the elderly across different states and territories in Australia. This detailed visualization offers insights into job distribution, work hours, income, and gender demographics.

Mining-Health Domain

The "Clinical Trials" dashboard presents an in-depth analysis of clinical trials, providing crucial insights into their status, sponsorship, historical trends, and the conditions they investigate.

Health care

The dashboard titled "Healthcare Details about Patient’s Dosage" provides a detailed view of patient dosage information under different categories including gender, stage-specific dosage, year-wise drug usage, insurance type, and patient visit specifics.