Student at IIT Roorkee.
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Santander-Customer-Transaction-API
April 13, 2025 – April 14, 2025
Developed an end-to-end ML pipeline for Santander Customer Transaction Prediction problem using LightGBM, with a fully functional Streamlit UI and a FastAPI backend for real-time predictions.
View ProjectHouse-Prices-Advanced-Regression
March 9, 2025 – March 9, 2025
This repository contains my approach to solving the Kaggle House Prices - Advanced Regression competition. The goal is to build a robust regression model that predicts house prices based on the different categorical/numerical independent house variables.
View ProjectMulti-Query-RAG-Langchain-Langsmith
February 8, 2025 – February 8, 2025
This repository demonstrates how to implement Retrieval Augmented Generation (RAG) using LangChain with a Multi-Query Retriever. The goal is to enhance retrieval by generating multiple variations of the user query, conducting similarity searches for each, and aggregating the most relevant context for answering the query.
View ProjectSchool_Data_Analysis
August 11, 2021 – August 11, 2021
School_Data_Analysis — GitHub repository
View ProjectHaberman_Dataset_EDA
August 8, 2020 – August 8, 2020
Haberman_Dataset_EDA — GitHub repository
View ProjectStocks_Price_Predictor
July 20, 2020 – July 21, 2020
Stocks_Price_Predictor — GitHub repository
View ProjectCultural Fit Analysis
The candidate's personal projects demonstrate a strong interest and initiative in data science and machine learning. The diversity of projects, from traditional ML to modern NLP (RAG), suggests adaptability and a continuous learning mindset. The focus on practical applications (e.g., API for real-time predictions) aligns well with roles requiring hands-on implementation.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are clear and concise, indicating good written communication.