Automatic text summarization with a pre-trained encoder and a transformer decoder (BERT). Provides a web interface for the models using Django

ML Python - Logistic Regression (GLM)

Production-ready customer churn prediction API built with FastAPI, scikit-learn, and Docker.

An ML API to compute similarity scores between meta information about sentence examples.

An ML API to compute similarity scores between shingled sentence examples.

Production-style ML inference API for credit card fraud detection using FastAPI and XGBoost

🚀 A multi-container app using Docker Compose with a MySQL DB and a Python-based ML API. Accepts user input, returns predictions, and logs results with response time into the database.

ML-API Built using FastAPI for predicting food images and recommending food based on user dietary preferences

Production‑ready MLOps pipeline: Kafka, ClickHouse, FastAPI, Streamlit, Prometheus, Grafana, CI/CD

Loan approval prediction using machine learning with data preprocessing, exploratory data analysis, model comparison, and performance evaluation.

Cost-sensitive fraud detection REST API using XGBoost and FastAPI, optimized for financial loss minimization and deployed on Render.

Fraud Detection REST API project built with FastAPI and LightGBM Binary Classifier.

SkinGlance is a smart Android application designed to detect skin cancer in real-time using deep learning. By capturing or selecting an image of a skin lesion, the app connects to a cloud-based AI backend to provide instant predictions with high accuracy.

An ML API to compute the Jaccard similarity based on shingled subtrees of the dependency grammar.

ML model serving project built with FastAPI and Docker. The API exposes prediction, health check and model info endpoints, with configuration prepared for deployment on Google Cloud Run

A FastAPI + scikit-learn house price valuation engine for California properties, with instant single predictions, batch CSV processing and a live dark-themed dashboard.

FastAPI + Docker ML API for loan default risk prediction with model versioning, tests, example requests, and reproducible training workflow.

Real-time fraud detection system built with FastAPI, Streamlit, and scikit-learn, featuring phishing email classification, audio spoof detection, and multi-modal risk fusion.

Predicting Number of Bedrooms given some covariates

Personal Knowledge Base RAG API – FastAPI-based RAG system for querying TXT/PDF documents using embeddings, vector search (FAISS/Qdrant), optional reranking, and Groq LLM inference.