Projects & Models
A collection of machine learning models, AI agents, and data science solutions built for real-world impact.
AQI Predictive Model Using Machine Learning
Environmental intelligence project to forecast AQI using supervised machine learning.
Tech Stack
Autostream – Conversational AI Agent
Stateful conversational AI agent for SaaS video-editing platform, handling queries and structured lead capture.
Accuracy
Breast Cancer Prediction Model
Predictive model using deep learning to classify breast cancer images.
Accuracy
Hate Speech Detection Model
NLP model to identify offensive language in tweets using CountVectorizer and Decision Trees.
Outcome
Mortality Prediction Model
Predicts mortality based on tobacco usage patterns and related factors.
Lighthouse SEO
Portfolio Website & AI Assistant
This site: a Next.js + TypeScript portfolio with a cited RAG assistant, a Ctrl+K command palette and full technical SEO for sumitkumarjaiswal.in.
Accuracy
SMS Spam Classification
Classification model to identify messages as spam or ham.
Status
Speech Therapy Platform
AI-powered automated diagnostic tests for speech accuracy assessment.