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Satish Sahani

Founder & Product Lead – AI-Driven Prompt & Assessment Labeling

India flagChandigarh, India
Expert

Key Skills

Software

No software listed

Top Subject Matter

Education Technology
AI SaaS
Education Content Digitalization

Top Data Types

TextText
ImageImage

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Founder & Product Lead – AI-Driven Prompt & Assessment Labeling. Brings 22+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Expert

Labeling Experience

Founder & Product Lead – AI-Driven Prompt & Assessment Labeling

TextPrompt Response Writing SFT
Designed complex prompt scenarios and assessment rubrics for AI-driven SaaS solutions in education. Led the creation of structured data for prompt engineering and AI output evaluation. Focused on high-quality AI output validation and iterative scenario refinement. • Developed prompt templates used for supervised fine-tuning of large language models • Crafted assessment rubrics for validating AI-generated educational content • Analyzed and improved prompts based on user and AI performance data • Ensured label consistency and instructional clarity across scenarios

Designed complex prompt scenarios and assessment rubrics for AI-driven SaaS solutions in education. Led the creation of structured data for prompt engineering and AI output evaluation. Focused on high-quality AI output validation and iterative scenario refinement. • Developed prompt templates used for supervised fine-tuning of large language models • Crafted assessment rubrics for validating AI-generated educational content • Analyzed and improved prompts based on user and AI performance data • Ensured label consistency and instructional clarity across scenarios

2025 - Present

Academic & Project Head – Educational Content Annotation & Evaluation

Text
Developed comprehensive rubrics for evaluating educational content in digital transformation projects. Supervised the annotation and accuracy assessment workflows for digital video and assessment materials. Collaborated to align data annotation quality with platform logic and learning objectives. • Created objective measures for educational content quality and engagement • Oversaw quality control for annotated video and assessment data • Led rubric-based data review cycles with cross-functional teams • Trained team members on evaluation criteria and data labeling standards

Developed comprehensive rubrics for evaluating educational content in digital transformation projects. Supervised the annotation and accuracy assessment workflows for digital video and assessment materials. Collaborated to align data annotation quality with platform logic and learning objectives. • Created objective measures for educational content quality and engagement • Oversaw quality control for annotated video and assessment data • Led rubric-based data review cycles with cross-functional teams • Trained team members on evaluation criteria and data labeling standards

2017 - 2019

Education

No Education added yet

Satish S. hasn’t added any Education History to their OpenTrain profile yet.

Work History

E

Edukaka

Founder & Product Lead

Chandigarh
2025 - Present
S

Self-Employed

Physics Educator & Consultant

Chandigarh
2005 - Present