bigdata

ClickWise Ad Insights

Created a data analytics application to optimize ad placements using Azure Databricks, CosmosDB, and Apache Spark for user behavior tracking.

bigdata

Real-time Sentiment Analysis

Built a Twitter-like platform for real-time sentiment analysis using Apache Kafka for streaming, Spark for analysis, and Hadoop HDFS for storage.

bigdata

Automated Big Data ETL and Analysis

Automated ETL pipeline for tweet analysis with Apache Spark and Airflow, ensuring efficient data processing.

fullstack

A2J Mart - E-commerce Platform

A Java Spring Boot and Angular-powered e-commerce application for product sales, offering a comprehensive shopping experience.

ml

Educational Chatbot for Institutions and Exams in India

An AI-driven chatbot using Scala, Spark, OpenAI Embeddings, and CosmosDB for accurate responses regarding institutions and exams.

ml

Tanglish Sentiment Analysis Using BERT

Built a sentiment analysis system for Tanglish using a BERT-based model, handling complex language with 70% accuracy.

data engineering

Food Classification

A food classification project with a user interface to upload a food image and get the model's prediction. In this project, I used Transfer Learning with EfficientNet's pretrained model for image classification and fine-tuned it for the Food101 dataset. The model achieves an accuracy of 83% over the testing data.