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Vishalini User

@vishaliniuser

AI/ML Engineer building self-healing RAG and bug-resolution agents, with production data engineering experience at Tata Consultancy Services.

India
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At Tata Consultancy Services, I built a deterministic PII tokenization platform for the USAA client and supported a Netezza-to-Snowflake migration. The work included processing 41M records with recovery and audit controls, and building CDC pipelines for daily changes.

In my projects, I built ResilientRAG, a self-healing retrieval agent, and HiveFix, an agent that turns GitHub issues into tested pull requests. I also developed streaming fraud detection and an evaluation harness for a tool-calling customer support agent, with checks for hallucinations, policy violations, and evaluation bias.

Experience

Work history, roles, and key accomplishments

Education

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College of Engineering, Guindy, Anna University logoCU

College of Engineering, Guindy, Anna University

M.E., Computer Science and Engineering

2024 -

Grade: CGPA: 9.07/10

Pursuing M.E. in Computer Science and Engineering with a focus on Operational Research. Working on a PG project on Interpretable Transformers using Contextual Decomposition and Automated Circuit Discovery.

Sri Sairam Engineering College logoSC

Sri Sairam Engineering College

B.E., Computer Science and Engineering

2017 - 2021

Grade: CGPA: 8.66/10

Completed Bachelor of Engineering in Computer Science and Engineering with a CGPA of 8.66/10.

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