Kamil K.

Key Skills

Software

Other

Top Subject Matter

Large Language Models (LLMs)

AI Safety and Evaluation

Retail Product Data

Top Data Types

Text

Video

Document

Top Task Types

RLHF

Classification

Freelancer Overview

AI Content Writer / Training Specialist – Outlier / Data Annotation. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Kazan Federal University (2013). AI-training focus includes data types such as Text and labeling workflows including RLHF and Classification.

Labeling Experience

AI Content Writer / Training Specialist – Outlier / Data Annotation

OtherTextRLHF

As an AI Content Writer and Training Specialist, I authored, edited, and evaluated AI-generated responses to enhance the logical, factual, and safe outputs of LLMs. My contributions included performing RLHF, ranking outputs, and fact-checking to optimize AI performance. I developed prompts and utilized human feedback cycles to drive model improvements. • Authored and reviewed large quantities of AI-generated text. • Conducted reinforcement learning from human feedback (RLHF) rankings. • Developed and tested complex prompts for LLM adjustment. • Ensured improved factuality, safety, and logic in LLM responses.

Present

Data Annotation Specialist – Leroy Merlin Project

OtherTextClassification

As a Data Annotation Specialist for the Leroy Merlin Project, I classified and labeled product data to enhance internal search and recommendations. I focused on capturing semantic intent from user queries and matching them to appropriate products. My role improved e-commerce inventory discovery and customer experience. • Labeled product data for algorithm training. • Analyzed and mapped user search queries to SKU database. • Enhanced semantic matching between search intent and products. • Supported improvements in search and recommendation algorithms.

Not specified

Education

Work History