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Sumaiyah Mohammed

Sumaiyah Mohammed

Prompt Engineer and LLM Trainer

India flagNellore, India
$40.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

AI/NLP (various domains)
Analytics
Marketing

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

RLHF
Fine Tuning
Evaluation Rating
Data Collection
Prompt Response Writing SFT
Text Summarization

Freelancer Overview

Prompt Engineer and LLM Trainer. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include strategic thinking and problem solving. Education includes Master of Business Administration, Jawaharlal Nehru Technological University (2021) and Bachelor of Technology, Jawaharlal Nehru Technological University (2019). AI-training focus includes data types such as Text and labeling workflows including RLHF.

IntermediateEnglishTeluguHindi

Labeling Experience

Prompt Engineer and LLM Trainer

TextRLHF
I was responsible for training and fine-tuning large language models for text, audio, and application-based outputs. Tasks included applying reinforcement learning from human feedback (RLHF) and supervised fine-tuning (SFT) to optimize model alignment with business goals and accuracy. I designed prompts, evaluated model responses, conducted sentiment analysis and classification, and validated model output for safety, creativity, and contextual accuracy. • Applied RLHF and SFT techniques to improve AI model performance and reliability. • Designed and optimized prompts for diverse subject matter, ensuring output safety and relevance. • Evaluated and rated AI responses for accuracy, creativity, and alignment to business needs. • Conducted classification and sentiment analysis as part of the AI model training process.

I was responsible for training and fine-tuning large language models for text, audio, and application-based outputs. Tasks included applying reinforcement learning from human feedback (RLHF) and supervised fine-tuning (SFT) to optimize model alignment with business goals and accuracy. I designed prompts, evaluated model responses, conducted sentiment analysis and classification, and validated model output for safety, creativity, and contextual accuracy. • Applied RLHF and SFT techniques to improve AI model performance and reliability. • Designed and optimized prompts for diverse subject matter, ensuring output safety and relevance. • Evaluated and rated AI responses for accuracy, creativity, and alignment to business needs. • Conducted classification and sentiment analysis as part of the AI model training process.

2024 - 2025

Education

J

Jawaharlal Nehru Technological University

Master of Business Administration, Marketing, Human Resources, and Finance

Master of Business Administration
2019 - 2021
J

Jawaharlal Nehru Technological University

Bachelor of Technology, Computer Science Engineering

Bachelor of Technology
2015 - 2019

Work History

T

Turing

Business Analyst

Bangalore
2024 - 2025
W

WOIR Software India Pvt. Ltd.

Business Analyst

Hyderabad
2022 - 2024