Md Zaki R.

Key Skills

Software

No software listed

Top Subject Matter

LLM prompt engineering and AI model response quality evaluation

Text classification and data annotation for AI training data

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

AI response evaluation and rubric-based scoring (coursework practice). Education includes Bachelor of Technology, Central University of Jammu (2029) and Certificate, Vanderbilt University. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Text classification and data annotation exercises (coursework practice)

TextClassification

Completed hands-on text classification and data annotation exercises to build dataset-labeling accuracy. Performed labeling tasks on textual examples to practice consistent categorization and annotation quality. Leveraged these activities to strengthen fundamentals needed for downstream AI training and evaluation. • Labeled text samples for classification categories • Practiced annotation consistency and error checking • Built skills aligned with dataset quality for AI training • Applied classroom annotation exercises for improved labeling reliability

2024 - Present

AI response evaluation and rubric-based scoring (coursework practice)

Text

Evaluated AI-generated responses for accuracy, relevance, and clarity as part of structured prompt engineering coursework. Applied rubric-based judgment to write consistent, structured feedback and determine output quality. Refined evaluation criteria to improve instruction-following and coherence in prompt-response behavior. • Assessed outputs against clarity and relevance criteria • Used rubric-based scoring and qualitative feedback writing • Focused on accuracy and coherence improvements via prompt iteration • Practiced evaluating model outputs from prompt engineering exercises

2024 - Present

Education

Work History