AI/ML/DS

Naksh Jain Sonigara  • Peerlist

AI-powered Customer Relationship Management (CRM) Automation Tool enhances customer engagement by providing automated insights and personalized marketing. It includes ETL data migration, customer segmentation, churn prediction, sentiment analysis, and lead scoring, with real-time KPI tracking to support data-driven decisions and boost customer retention and lifetime value.

AI-Powered CRM Automation Tool

A NLP project that analyzes cyber risk sentiment from cybersecurity discussions on Reddit. The pipeline implements text preprocessing, sentiment analysis with VADER and DistilBERT models. The analysis generates actionable insights on emerging threats, supporting cyber risk intelligence through sentiment trends.

Cyber Risk Sentiment Analysis

This EDA offers a comprehensive exploration of football analytics, leveraging Python libraries to analyze players, club games, and various other aspects of the sport. Through statistical analysis and visualization, we uncover insights into player performance, club strategies, and league dynamics providing valuable insights for football enthusiasts.

Data-Driven Goals: A Comprehensive EDA of Football

The AI Financial Assistant is a web-based platform offering personalized financial advice, budgeting tools, and investment insights. Powered by advanced machine learning and natural language processing, it helps users make informed financial decisions and manage their finances efficiently.

FinAI

An end-to-end web-based stroke prediction system built using machine learning. This model leverages key health and demographic metrics like age, hypertension, and heart disease to predict stroke risk. The frontend is built with React, while the backend uses FastAPI, and the model is deployed for real-time use.

Heart Stroke Prediction Model

The dashboard analyzes the Paris 2024 Olympics along with Olympic history, focusing on medal distributions, athlete demographics, and sustainable venue management. It also includes an evaluation of India's potential as a future Olympic host.

Olympics 2024 Data Analysis

The Canteen Management System is a comprehensive software solution designed to modernize and optimize canteen operations. It aims to simplify the complexities of managing a canteen by automating key processes such as order management, payment processing, and report generation.