I am an experienced AI Trainer and LLM QA Specialist with over 3 years of freelance work. My expertise includes evaluating AI-generated content, auditing code outputs, annotating language data, and fine-tuning large language models to ensure high-quality results across multiple platforms. Skilled in prompt engineering, data annotation, multi-turn chat evaluation, and thorough Python/JavaScript code review, I have successfully contributed to enhancing AI model performance and reliability. I have worked remotely across varied projects involving code validation, multi-turn chatbot evaluation in English and Hindi, and prompt-response rubric creation. My passion lies in improving AI behavior by detecting hallucinations, ensuring cultural alignment, and refining outputs for user-friendly, accurate, and secure results. I combine technical knowledge with a strong dedication to quality assurance and continuous learning, as reflected in my certifications and project contributions.

Sameer Patel

I am an experienced AI Trainer and LLM QA Specialist with over 3 years of freelance work. My expertise includes evaluating AI-generated content, auditing code outputs, annotating language data, and fine-tuning large language models to ensure high-quality results across multiple platforms. Skilled in prompt engineering, data annotation, multi-turn chat evaluation, and thorough Python/JavaScript code review, I have successfully contributed to enhancing AI model performance and reliability. I have worked remotely across varied projects involving code validation, multi-turn chatbot evaluation in English and Hindi, and prompt-response rubric creation. My passion lies in improving AI behavior by detecting hallucinations, ensuring cultural alignment, and refining outputs for user-friendly, accurate, and secure results. I combine technical knowledge with a strong dedication to quality assurance and continuous learning, as reflected in my certifications and project contributions.

Available to hire

I am an experienced AI Trainer and LLM QA Specialist with over 3 years of freelance work. My expertise includes evaluating AI-generated content, auditing code outputs, annotating language data, and fine-tuning large language models to ensure high-quality results across multiple platforms. Skilled in prompt engineering, data annotation, multi-turn chat evaluation, and thorough Python/JavaScript code review, I have successfully contributed to enhancing AI model performance and reliability.

I have worked remotely across varied projects involving code validation, multi-turn chatbot evaluation in English and Hindi, and prompt-response rubric creation. My passion lies in improving AI behavior by detecting hallucinations, ensuring cultural alignment, and refining outputs for user-friendly, accurate, and secure results. I combine technical knowledge with a strong dedication to quality assurance and continuous learning, as reflected in my certifications and project contributions.

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Experience Level

Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner

Language

English
Advanced
Hindi
Advanced

Work Experience

Freelance AI/LLM QA Specialist at Self-employed
July 1, 2022 - Present
Reviewed over 4,000 model-generated code completions in Python, JavaScript, TypeScript, and Shell scripts. Audited AI-generated outputs for correctness, performance, security best practices, and style consistency. Created and maintained prompt-response evaluation rubrics for LLMs in code generation, QA, and chatbot reasoning. Participated in structured QA reviews for multi-turn Hindi and English conversations focusing on tone, factual accuracy, and user intent. Validated Dockerfiles, shell scripts, and REST API implementations using CI tools and sandboxed environments.
AI Chat Evaluation Contractor at Outlier.ai
June 30, 2022 - August 5, 2025
Evaluated Hindi-English LLM conversations for fluency, empathy, cultural alignment, and usefulness. Flagged hallucinations, irrelevant answers, and tone mismatches across 5,000+ interactions. Refined low-quality LLM completions with more relevant, user-friendly, and grounded rewrites. Used internal QA dashboards and JSON-based tools to submit high-volume, consistent evaluations.
Code QA & Annotation at Surge AI Projects
October 31, 2021 - August 5, 2025
Conducted manual and automated evaluations of AI-generated Python functions and scripts. Verified prompt compliance, functional correctness, and edge-case handling for model completions. Collaborated with annotation teams to validate and review task outputs in code-related datasets. Delivered consistent performance with over 98% approval on QA rating tasks.

Education

MBA at Shri Shankaracharya Technical Campus – Bhilai
January 1, 2020 - January 1, 2022
B.Com at Shri Shankaracharya Mahavidyalaya – Bhilai
January 1, 2017 - January 1, 2020
Diploma in Computer Applications at Dr. CV Raman University – Bhilai
January 1, 2018 - January 1, 2019

Qualifications

Prompt Engineering for LLMs – OpenAI
January 1, 2024 - August 5, 2025
Python for Data Analysis – Coursera
January 1, 2023 - August 5, 2025
Django Fundamentals – Udemy
January 1, 2022 - August 5, 2025
Introduction to AI – IBM SkillsBuild
January 1, 2025 - August 5, 2025

Industry Experience

Software & Internet, Education, Professional Services

Experience Level

Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner

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