Abhinay Ambati

Projects

• AVIIS (AI-Powered AWS Infrastructure Agent)

  An AI-driven DevOps assistant that enables teams to monitor, configure, and provision AWS infrastructure (EC2, S3, RDS, Lambda) using natural language through Telegram messages. It is paired with a Next.js web application console that displays real-time resource state visualizations, live deployment logs, and system audit history.

• Fraud Detection System

  A comprehensive transaction audit platform built on a microservices architecture and deployed on Kubernetes using Helm charts. It combines machine learning risk classification with administrative oversight evaluating transactions using an XGBoost risk classification model, presenting explainability metrics via SHAP value analysis, running deterministic business policies through a rule engine, and providing a RAG-based chat interface for risk analysts.

• SlideForage (ppt-agent)

  An intelligent agentic presentation builder that generates structured, styled PowerPoint presentations from simple text prompts. It coordinates multi-server Model Context Protocol (MCP) servers (4 specialized servers, 16 tools) to plan slide decks, scrape web content, structure points, and format slides with custom layouts and styles.

• DPoP Auth (dpop-auth)

  An npm package offering secure web authentication by implementing OAuth 2.0 Demonstration of Proof-of-Possession (DPoP) tokens. It cryptographically binds JWT access tokens to client-side private keys and device fingerprints to protect APIs against token theft, session replay exploits, and scraper bots.

• Offly (offly)

  A lightweight developer tool and plugin that automatically transforms web applications (React, Vue, Next.js, Astro, Svelte, or Vanilla JS) into offline-first applications. It manages static asset caching, buffers database writes locally in IndexedDB when offline, and synchronizes failed network requests automatically when connection is restored.

• Secured Web Application

  A security-first web application engineered to protect enterprise endpoints from scraper bots, token hijacking, and automated credential abuse. Integrates DPoP authentication, device fingerprinting, IndexedDB tampering detection, and real-time security alerts.

• UrlShortner

  A high-performance URL shortening microservice designed to study backend caching and traffic redirection. Utilizes Redis caching to achieve sub-millisecond URL lookups and redirection, combined with MongoDB for persistent metadata and click tracking.

• NexBank (Banking Application)

  A next-generation personal banking application showcasing secure transactions, user authentication, multi-account overview, transfer histories, and financial management charts.

• myvibe

  A personal music streaming platform featuring a clean audio player, playlist creation, track skipping, search capability, and dynamic audio state synchronization across multiple open browser tabs.

• anon-nearby

  A location-based anonymous chat application that matches users within a 500m - 5km radius for ephemeral chat rooms and peer-to-peer file sharing. It implements a secure file relay system that transfers files directly between users without server-side persistence.

• Attendance App

  An attendance management application that enables students to check into academic sessions using location-based facial recognition, QR codes, or OTP verification, while monitoring class participation and providing comprehensive audit logs for instructors and administrators.