Qazi I.

Key Skills

Software

Other

Top Subject Matter

Generative AI training and AI safety evaluation

LLM training data annotation and evaluation

English language data annotation for generative/linguistic AI

Top Data Types

Image

Video

Text

Top Task Types

Fine-tuning

Entity (NER) Classification

Freelancer Overview

Generalist AI Trainer (Contractor) — Abaka AI. Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Diploma in Digital Marketing, NIIT Srinagar (2020) and Bachelor of Computer Application, University of Kashmir (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Fine-tuning.

Labeling Experience

Generalist AI Trainer (Contractor) — Abaka AI

Text

Trained and evaluated AI model responses by applying project guidelines to produce precise annotations and feedback. Performed adversarial red-teaming style checks to identify weaknesses, biases, logical errors, and potential risks. Conducted fact-checking and research to verify information used in training data and model outputs. • Applied complex client instructions consistently across tasks • Compared different model outputs and documented constructive feedback • Identified model risks and edge cases for ongoing model improvement • Ensured adherence to safety and quality standards

2025 - Present

Advance AI Data Trainer (Contractor) — Invisible Technologies

TextFine-tuning

Annotated and labeled data according to agreed-upon requirements to support model training and accuracy improvements. Assessed AI performance, identified improvement areas, and documented edge cases with clear rationales for client review. Researched and used project workflows to understand how training data impacts model functionality while maintaining high-quality, timely delivery. • Strictly followed client instructions and annotation guidelines • Participated in daily stand-ups and proposed workflow improvements • Investigated edge cases and communicated reasoning for long-term model impact • Responded efficiently to guideline or procedure changes affecting outcomes

2024 - 2026

English Data Trainer — Great Kashmir Place

OtherTextEntity (NER) Classification

Annotated and labeled textual data to help AI systems understand linguistic patterns, contexts, and meanings. Evaluated AI model outputs for accuracy, quality, and relevance while curating diverse datasets covering language nuances and dialects. Designed and applied text preprocessing techniques to enhance model training effectiveness. • Covered idioms, colloquialisms, and dialectal variation in datasets • Communicated linguistic considerations to ensure standards compliance • Assessed outputs and provided guidance for dataset improvements • Implemented preprocessing steps to support model training

2018 - 2022

Education

Work History