AJAY M S

Automatic Outbound Collection System

Aug 2025 – Jan 2026 · InTalks AI

• Led development of production-grade multilingual outbound voicebot for automated customer engagement at scale
• XGBoost delinquency model for risk-based call prioritization with a real-time operational dashboard

AI-Powered Voice Shell

Jul – Aug 2025

• Multilingual voice assistant (Tamil & English) converting speech to validated Linux commands, executed securely inside WSL
• Sarvam AI for speech-to-text, Gemini for command generation, pyttsx3 for spoken feedback

IPL RAG

• CricketRAG — IPL Q&A using RAG + FAISS + MiniLM embeddings. Ask natural language questions about IPL matches (2008–2023) with a fast, searchable AI system. Built with Streamlit.

Audio Frequency Comparison

Jan – Feb 2026 · E16 AI XR

• Audio frequency comparison using STFT and MFCC feature extraction with cosine similarity scoring
• Interactive Streamlit app for multi-format audio analysis

Wireless AC Communication

• ESP32 and relay module implementation for controlling AC devices using wireless communication (WiFi)

Hospital Appointment System

• Full-stack MERN application for hospital appointment scheduling with role-based access control
• Implemented RESTful API integration and optimized React components for efficient Virtual DOM re-rendering

Certification Auth App

Aug – Sep 2025

• Full-stack Web3 platform minting ERC-721 NFT credentials on Polygon Amoy with IPFS metadata storage
• Role-based Firebase auth + public certificate verification via unique token IDs