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Utkarsh Tripathi

@utkarshtripathi3

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AI/ML associate at Ethara AI supporting post-LLM training and Trinity adversarial evaluation.

India

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What I'm looking for

I'm interested in building reliable AI systems, improving model response quality, and supporting structured evaluation workflows.

At Ethara AI, I support post-LLM training workflows by reviewing model responses against task guidelines and identifying quality issues. I also contribute to LLM agent workflows and evaluation processes.

On Trinity, I contributed to an agent-based framework for creating, auditing, and tracking challenging AI evaluation tasks. Its workflow uses ENGRAM for memory and evaluation guidance, FORGE for task authoring, and CRUCIBLE for independent auditing.

I developed MeghDoot, a record-upload system focused on secure data handling, logging, and alerts, using Python, AWS EC2/S3, PostgreSQL, and Shell.

Earlier, I supported website maintenance, SEO, and technical updates at UNEAKO, and documented Privileged Access Management concepts using Sectona PAM during my internship at Tata Advanced Systems Limited.

Experience

Work history, roles, and key accomplishments

Current

Associate – Post-LLM Training

Current

Ethara AI

Jan 2026 - Present (10 months)

Supported post-LLM training workflows by reviewing model responses and identifying quality issues against task guidelines. Worked with LLM agent workflows and contributed to improving response quality, task consistency, and evaluation processes.

LLM Training Support response evaluation LLM Agents Git GitHub Python Docker

Cyber Security Intern

Tata Advanced Systems Limited

Jul 2025 - Dec 2025 (5 months)

Studied and documented Privileged Access Management (PAM) concepts using Sectona PAM, with exposure to access control and security monitoring practices.

Privileged Access Management Sectona PAM Access Control Security Monitoring