Experience across AI post-training evaluation, research support, and remote business operations, with a strong focus on quality, accuracy, and structured execution. Hands-on involvement in evaluating LLM-generated outputs for factual correctness, clarity, formatting, and instruction adherence, while identifying inconsistencies, hallucinations, and edge cases to support iterative model improvement. Proven ability to document structured feedback, follow defined workflows, and maintain confidentiality in process-driven environments.…

Nilakshi Vare

Experience across AI post-training evaluation, research support, and remote business operations, with a strong focus on quality, accuracy, and structured execution. Hands-on involvement in evaluating LLM-generated outputs for factual correctness, clarity, formatting, and instruction adherence, while identifying inconsistencies, hallucinations, and edge cases to support iterative model improvement. Proven ability to document structured feedback, follow defined workflows, and maintain confidentiality in process-driven environments.…

Available to hire

Experience across AI post-training evaluation, research support, and remote business operations, with a strong focus on quality, accuracy, and structured execution. Hands-on involvement in evaluating LLM-generated outputs for factual correctness, clarity, formatting, and instruction adherence, while identifying inconsistencies, hallucinations, and edge cases to support iterative model improvement. Proven ability to document structured feedback, follow defined workflows, and maintain confidentiality in process-driven environments.

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Work Experience

LLM intern at Ethara AI
December 1, 2025 - January 8, 2026
In this role, I work on evaluating large volumes of LLM-generated responses to improve overall AI output quality. My responsibilities include analyzing responses for factual accuracy, logical consistency, clarity, formatting, and instruction adherence. I regularly identify hallucinations, edge cases, and inconsistencies, and provide structured, actionable feedback to support iterative post-training model improvements. I follow defined evaluation workflows and confidentiality guidelines while maintaining a high level of accuracy, speed, and reliability in a remote, process-driven environment.
Business Development (Remote) at Career Land Center LLC
January 1, 2026 - Present
In this remote business development role, I researched HR professionals and talent acquisition decision-makers across U.S.-based companies to build targeted prospect and outreach lists. I supported sales pipeline tracking by maintaining structured lead data and follow-up records, and assisted with outbound calling and email outreach to qualify prospects and initiate business conversations. Additionally, I prepared follow-up notes and outreach-ready documentation to support client engagement, gaining practical experience in remote sales operations, professional communication, and structured data management.
Research Trainee at CRWS, Bhopal (Government Organization)
June 5, 2025 - July 10, 2025
As a research trainee, I supported ongoing research activities through systematic data collection, organization, validation, and documentation. I assisted in preparing summaries and structured reports used for internal review and official reporting. The role required strict adherence to process guidelines and confidentiality standards while coordinating with team members to complete assigned research tasks within defined timelines. This experience strengthened my analytical skills, attention to detail, and ability to work effectively in a formal research environment.

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Industry Experience

Wholesale & Distribution, Computers & Electronics, Non-Profit Organization

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