Sreeshanth Ryali

SASTRA Deemed University, Thanjavur, Tamil Nadu

• CGPA: 8.28

bEarly Technovations, Remote

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

• Designed a multi-agent financial reasoning system to generate personalized financial recommendations
• Built a restricted Python execution tool that lets the LLM write and run custom financial computation code, reducing arithmetic errors
• Implemented a RAG system with a global knowledge base and per-user vector stores, integrated with real-time market data via Tavily and yfinance

• Engineered a tool-using AI agent, enabling natural-language control over web search, Google Calendar, and Gmail workflows
• Designed a dual-LLM verification pipeline (generator + reviewer), reducing hallucinations through iterative refinement
• Implemented an observability interface exposing execution traces and LLM-to-LLM critiques for transparent agent debugging

• Built a full-stack Kanban board for professors with drag-and-drop task management and session-based authentication
• Automated course planning by integrating LLMs to parse PDF syllabi and generate structured tasks
• Generated ~9,000 synthetic records from a custom probability distribution based on real exam patterns
• Trained a classifier to predict final grades from mid-term scores with noise injection