Muhammad A.

Key Skills

Software

Other

Don't disclose

Top Subject Matter

Digital content optimization and image processing for AI training/data workflows

LLM training feedback and potential data labeling support

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Object Detection

Text Generation

Question Answering

Text Summarization

Prompt + Response Writing (SFT)

Freelancer Overview

Founder & Digital Specialist (AI image processing and quality control). Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Don't disclose. Education includes Master of English Education, Universitas HKBP Nommensen (2022) and Bachelor of Civil Engineering, Universitas Kristen Krida Wacana (UKRIDA) (2018). AI-training focus includes data types such as Image and Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Founder & Digital Specialist (AI image processing and quality control)

OtherImage

Engaged in AI-driven image processing and quality control as part of digital content optimization workflows. The work involved using AI tools to assess and refine high-definition images for consistent output quality. Responsibilities aligned with evaluation and feedback loops used in AI training and data preparation. • Used AI-driven tools for high-definition image processing. • Performed quality control to maintain consistent digital content standards. • Supported workflow automation to improve labeling/annotation throughput. • Applied feedback-oriented checks to ensure data suitability for downstream AI use.

2024 - Present

Project Manager (quality-focused feedback for AI/data labeling)

Don't discloseText

Contributed to potential LLM training activities through meticulous feedback and data labeling interest. While not described as a formal annotation role, the resume indicates involvement in quality-focused feedback that supports AI data preparation. The work emphasized analytical rigor and language proficiency for high-quality training inputs. • Focused on meticulous feedback to improve data quality for AI training. • Applied advanced English and evaluation skills to support annotation guidance. • Leveraged technical writing/documentation habits for clearer labeling outputs. • Used analytical thinking to support accurate dataset preparation.

2016 - Present

Education

Work History