Machine Learning
Forest Cover Type Prediction
End-to-end ML pipeline covering data ingestion, training, and evaluation for multi-class forest cover classification.
Scikit-learnXGBoostPandas
Machine Learning
IPL Score Prediction
Regression model predicting T20 cricket final scores in real-time, with full EDA, feature engineering, and Streamlit deployment.
PandasScikit-learnStreamlit
Deep Learning
Brain Tumor MRI Detection
MRI scan classification model with MLOps integration using MLFlow for experiment tracking and reproducibility.
PyTorchTorchVisionMLFlow
Deep Learning
Image Classification Pipeline
Full pipeline from data collection and preprocessing through PyTorch model training, evaluation, and inference.
PyTorchTorchVisionMatplotlib
Computer Vision
License Plate Detection & Recognition
YOLOv8-based license plate detection and OCR pipeline trained on custom annotated data.
YOLOv8UltralyticsOpenCV
Computer Vision
Attendance via Face Recognition
Automated attendance system using live camera feed to recognize faces and log to Excel.
OpenCVface_recognitionPandas
NLP
Sentiment Analysis App
Three-approach sentiment analysis using VADER, TextBlob, and transformer models — packaged as a Streamlit app.
VADERHuggingFaceStreamlit
NLP
Text Classification Pipeline
End-to-end text classification with preprocessing, training, evaluation, and production-ready inference.
Scikit-learnNLTKWordcloud
Generative AI
AudioSense — Call Analytics
Transcribes and analyzes customer-agent calls with sentiment analysis and RAG-powered insights, deployed on AWS.
OpenAIRAGFastAPIAWS
Generative AI
Voice Bot with RAG
RAG-powered voice chatbot that answers queries and converts responses to audio with ElevenLabs TTS.
RAGLangChainElevenLabs
Generative AI
RAG Chatbot Application
Production RAG chatbot with UI to upload knowledge bases. Supports PDF ingestion, vector storage, and contextual Q&A.
OpenAILangChainQdrantDocker
Generative AI
Whisper STT Fine-Tuning
Full Whisper fine-tuning pipeline for Arabic speech with YouTube dataset creation and AWS SageMaker training.
WhisperHuggingFaceAWS SageMaker
Generative AI
Intent-Based AI Search
E-commerce search system with fine-tuned LLM, RAG, safety guardrails, and vector database for intent understanding.
LangChainRAGFastAPI
API
Zip File Extraction API
Downloads and extracts ZIP files, stores contents to AWS S3, and returns accessible download links.
FastAPIAWS S3Pydantic
Web Automation
CarFax Web Scraper
VIN-based car info extractor generating PDFs delivered via Telegram bot, running on AWS Windows EC2.
SeleniumFastAPITelegramAWS