Projects
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- ML
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- Deep Learning
- NLP
Automated Cold Email Generator
An automated tool that generates personalized cold emails by scraping job descriptions and matching them with relevant projects from a vector database using LangChain and ChromaDB.
Click to open project repoSouled Store Inventory Chatbot
An intelligent chatbot that answers questions by querying a SQL database using Natural Language. Built with LangChain, it understands user queries, converts them into SQL, and provides answers.
Click to open project repoFree Code Camp Q&A RAG Chatbot
A question-answer system using a RAG pipeline to answer questions from a CSV of FAQs. Built with Streamlit, it uses a FAISS vector store to find relevant information for the LLM.
Click to open project repoNews Article Chatbot with RAG
A Streamlit and LangChain chatbot that allows users to ask questions about the content of specific news articles, using a RAG pipeline to ensure responses are grounded in the provided text.
Click to open project repoCar Insurance Claim Analysis
A pipeline for analyzing car insurance claims, covering data cleaning, model training, and evaluation for both classification (claim occurrence) and regression (claim cost) tasks.
Click to open project repoFinetuning LLMs for Classification
Demonstrates how to finetune an LLM for classifying research papers into computer science categories, covering prompt engineering and parameter-efficient finetuning with LoRA.
Click to open project repoLog Classification Framework
A hybrid log classification system combining three approaches to handle varying levels of complexity in log patterns, ensuring effective processing of predictable and complex data.
Click to open project repoPandeyji Eatery Chatbot
A food ordering assistant built using Dialogflow, FastAPI, and a MySQL backend that allows users to place, modify, and track food orders through a conversational interface.
Click to open project repoPotato Disease Prediction App
A crop disease prediction system using TensorFlow and CNNs. Deployed on Google Cloud Functions and integrated with a React web app to enable real-time disease detection for farmers.
Click to open project repoBangalore House Price Prediction
A full-stack data science project to build a real estate price prediction website, covering data cleaning, outlier removal, feature engineering, and model deployment with a Python Flask server.
Click to open project repoTraffic Violation Detection (YOLOv5)
Leverages YOLOv5 to detect traffic violations (helmet-less and triple riding) from live video feeds, extracts license plates, and sends an automated report to authorities.
Click to open project repoExploratory Data Analysis for IPL Auction
A detailed exploratory data analysis (EDA) of the IPL Auction 2023 dataset, using Pandas, Matplotlib, Seaborn, and Plotly to uncover insights and trends.
Click to open project repo