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I’m an AI Trainer and AI/ML Engineer with hands-on experience in LLM evaluation, data annotation, AI quality assurance, and ML model training. I’ve supported high-volume remote and onsite AI projects, handling evaluation, dataset preparation, and model performance optimization. I’m proficient in Python, deep learning, NLP, and computer vision, and I provide structured feedback to improve LLM accuracy and fluency. Fluent in English and Urdu, I thrive in collaborative environments and enjoy turning complex data into reliable AI solutions. I’m currently based in Karachi, Pakistan, and I’m passionate about building robust AI systems that scale.…I’m an AI Trainer and AI/ML Engineer with hands-on experience in LLM evaluation, data annotation, AI quality assurance, and ML model training. I’ve supported high-volume remote and onsite AI projects, handling evaluation, dataset preparation, and model performance optimization. I’m proficient in Python, deep learning, NLP, and computer vision, and I provide structured feedback to improve LLM accuracy and fluency. Fluent in English and Urdu, I thrive in collaborative environments and enjoy turning complex data into reliable AI solutions. I’m currently based in Karachi, Pakistan, and I’m passionate about building robust AI systems that scale.

Tanira Singh

AI Engineer, AI Developer, Data Annotator, +2

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I’m an AI Trainer and AI/ML Engineer with hands-on experience in LLM evaluation, data annotation, AI quality assurance, and ML model training. I’ve supported high-volume remote and onsite AI projects, handling evaluation, dataset preparation, and model performance optimization. I’m proficient in Python, deep learning, NLP, and computer vision, and I provide structured feedback to improve LLM accuracy and fluency. Fluent in English and Urdu, I thrive in collaborative environments and enjoy turning complex data into reliable AI solutions. I’m currently based in Karachi, Pakistan, and I’m passionate about building robust AI systems that scale.…I’m an AI Trainer and AI/ML Engineer with hands-on experience in LLM evaluation, data annotation, AI quality assurance, and ML model training. I’ve supported high-volume remote and onsite AI projects, handling evaluation, dataset preparation, and model performance optimization. I’m proficient in Python, deep learning, NLP, and computer vision, and I provide structured feedback to improve LLM accuracy and fluency. Fluent in English and Urdu, I thrive in collaborative environments and enjoy turning complex data into reliable AI solutions. I’m currently based in Karachi, Pakistan, and I’m passionate about building robust AI systems that scale.

Available to hire

I’m an AI Trainer and AI/ML Engineer with hands-on experience in LLM evaluation, data annotation, AI quality assurance, and ML model training. I’ve supported high-volume remote and onsite AI projects, handling evaluation, dataset preparation, and model performance optimization. I’m proficient in Python, deep learning, NLP, and computer vision, and I provide structured feedback to improve LLM accuracy and fluency.

Fluent in English and Urdu, I thrive in collaborative environments and enjoy turning complex data into reliable AI solutions. I’m currently based in Karachi, Pakistan, and I’m passionate about building robust AI systems that scale.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Urdu

Fluent

Work Experience

Senior AI Engineer / ML Technical QA Lead at ITX

September 1, 2025 - January 1, 2026

Led development of production-grade ML and AI systems for predictive maintenance; built GenAI pipelines, multi-agent LLMs, and automated model evaluation workflows; designed monitoring, evaluation metrics, and continuous QA loops for ML models; conducted technical validation for Python-based ML solutions.

AI Automation Engineer / ML QA Specialist at IBS

July 1, 2025 - September 1, 2025

Developed multi-agent LLM frameworks with reasoning, memory, and task orchestration; automated AI workflows to reduce manual effort by 30%; conducted ML model QA, performance analysis, and feature validation; implemented Python-based model evaluation and debugging pipelines.

AI Response Evaluator / Language AI Trainer at Outlier

August 1, 2025 - December 1, 2025

Evaluated AI-generated Urdu and English responses for grammar, semantics, and tone; performed comparative analysis to select human-like outputs; delivered structured feedback to improve LLM accuracy and fluency; maintained strict adherence to annotation guidelines and quality benchmarks.

AI Data Annotator (Language & NLP) at Remotasks

January 1, 2025 - August 1, 2025

Annotated and validated English and Urdu text datasets for NLP model training; verified contextual accuracy, intent alignment, and linguistic correctness; ensured consistency across large-scale annotation tasks.

AI Data Analyst / Model Support at Turing (Meta Project)

December 1, 2024 - July 1, 2025

Processed and validated 1M+ records for ML readiness; optimized ETL pipelines and supported feature engineering for ML training.

Freelance AI Trainer / Evaluator at Fiverr

January 1, 2022 - Present

Delivered 100+ AI solutions including ML/LLM training, evaluation, and dataset preparation; reviewed AI outputs for clarity, correctness, and guideline compliance.