Sreeshanth Ryali

SASTRA Deemed University — Thanjavur, Tamil Nadu

• CGPA: 8.28 (after 5th semester)
• Coordinator, SALVO — The AI Club
• Head, University Chess Team

bEarly Technovations — Remote

• Built an automated gait analysis reporting system, reducing neurologist diagnosis time by ~60%
• Engineered data preprocessing pipelines for multi-sensor gait time-series data, including cleaning, normalization, and feature extraction
• Applied unsupervised learning (PCA, clustering) to identify gait pattern anomalies correlated with early Parkinson's disease indicators

• Designed a multi-agent financial reasoning system (Router, Researcher, Analyst) using LangGraph to process user financial documents and generate personalized insights
• Built a sandboxed Python computation engine to execute financial calculations, eliminating LLM arithmetic hallucinations
• Implemented Agentic RAG with per-user FAISS vector stores and integrated real-time market data APIs
• Engineered a full-stack backend using FastAPI + MySQL with user authentication, session-based chat memory

• Developed a ReAct-based AI agent capable of orchestrating web search, Google Calendar, and Gmail actions through natural language
• Designed a dual-LLM verification pipeline (generator + reviewer) to cross-check responses, reducing hallucinations via iterative refinement
• Built an interactive chat interface with reasoning trace visualization, exposing agent decision flow and tool usage