Lakshmi K.

Key Skills

Software

No software listed

Top Subject Matter

LLM evaluation

AI research

cybersecurity analysis

Top Data Types

Text

Document

Top Task Types

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI Research & Evaluation Specialist | Independent / Freelance (2024 – Present). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Cisco Networking Fundamentals Certification, Cisco Networking Academy and Ethical Hacking & Cybersecurity Certification, N/A. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

AI Prompt Engineering Portfolio | Research & Evaluation (2024 – Present)

OtherTextPrompt + Response Writing (SFT)

Built structured prompt libraries for technical research, cybersecurity analysis, education, and productivity automation. Evaluated and benchmarked outputs from multiple LLMs for accuracy, completeness, and instruction-following compliance. Documented evaluation criteria and scoring methodology for AI response quality assessment. • Authored prompt sets for repeatable research and learning workflows • Performed qualitative evaluation against defined rubrics • Captured evidence of response gaps and improvement opportunities • Standardized benchmarking procedures across models

2024 - Present

AI Research & Evaluation Specialist | Independent / Freelance (2024 – Present)

OtherText

Evaluated LLM outputs for factual accuracy, instruction compliance, clarity, and overall quality across multiple platforms. Conducted comparative analysis of ChatGPT, Gemini, and Claude outputs to identify hallucinations, factual errors, and logic inconsistencies. Designed structured prompts and evaluation frameworks to support systematic LLM output testing and quality improvement. • Assessed response quality using documented criteria and scoring methodology • Verified instruction-following and constraint adherence • Identified hallucinations and factual inaccuracies for feedback loops • Benchmarked model responses for accuracy and completeness

2024 - Present

Data Analytics Job Simulation | Accenture (Forage) — November 2024

OtherTextData Collection

Analyzed multiple datasets to identify performance trends and derive actionable business insights using structured analytical reasoning. Cleaned, transformed, and modeled data to enable evidence-based reporting and stakeholder communication. Produced executive-level visual presentations to communicate analytical findings. • Performed data preparation and modeling for analysis • Extracted trends and insights from 7 datasets • Built reporting artifacts for non-technical stakeholders • Converted raw data into strategic recommendations

2024 - 2024

Education

Work History