Sumit Kr. Jaiswal.

Projects & Models

A collection of machine learning models, AI agents, and data science solutions built for real-world impact.

94%

Prediction Accuracy

Data SciencePythonScikit-learnPandas

AQI Predictive Model Using Machine Learning

Environmental intelligence project to forecast AQI using supervised machine learning.

RAG & LLM

Tech Stack

NLPLangChainLangGraphFAISS

Autostream – Conversational AI Agent

Stateful conversational AI agent for SaaS video-editing platform, handling queries and structured lead capture.

79%

Accuracy

Computer VisionPythonTensorFlowKeras

Breast Cancer Prediction Model

Predictive model using deep learning to classify breast cancer images.

93.5%

Accuracy

NLPPythonNLPScikit-learn

Hate Speech Detection Model

NLP model to identify offensive language in tweets using CountVectorizer and Decision Trees.

Best Performer Identified

Outcome

MLPythonRandom ForestDecision Tree

Mortality Prediction Model

Predicts mortality based on tobacco usage patterns and related factors.

Live

Status

FullStackHTMLCSSJavaScript

Portfolio Website

Personal portfolio website showcasing projects, skills, and achievements.

93%

Accuracy

NLPPythonSVMNaive Bayes

SMS Spam Classification

Classification model to identify messages as spam or ham.

Prototype

Status

NLPPythonNLTKSpeech Analysis

Speech Therapy Platform

AI-powered automated diagnostic tests for speech accuracy assessment.