Miffypt

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Telecom AI (LLM fine-tuning and speech-to-text data processing)

DevOps support for AI/ML system reliability

Top Data Types

Audio

Text

Computer Code Programming

Top Task Types

Fine-tuning

Data Collection

Text Generation

RLHF

Evaluation/Rating

Computer Programming/Coding

Prompt + Response Writing (SFT)

Freelancer Overview

Software Developer (Taiwan Mobile) - LLM fine-tuning and voice data processing. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, National Dong Hwa University (2026) and Senior High School Diploma, Kaohsiung Municipal Kaohsiung Senior High School (2022). AI-training focus includes data types such as Audio and labeling workflows including Fine-tuning and Data Collection.

Labeling Experience

Software Developer (Taiwan Mobile) - LLM fine-tuning and voice data processing

AudioFine-tuning

Worked on fine-tuning large language models for telecom-specific applications, adapting model behavior to improve response accuracy and relevance. Built Python pipelines to process and analyze large-scale voice datasets to support speech-to-text optimization. Collaborated with an R&D team to integrate AI models into existing business workflows for automation and efficiency. • Fine-tuned LLMs using telecom-domain customization • Processed voice/audio datasets for STT optimization • Analyzed dataset outputs to support downstream model behavior • Integrated AI capabilities into production workflows

2024 - Present

DevOps Intern (Grand Cosmos Resort) - infrastructure automation and support

AudioData Collection

Developed and maintained supporting datasets for AI/ML work by building and automating IT processes tied to system backups and log analysis. Assisted with monitoring infrastructure performance and network stability to ensure reliable operation of management systems. Provided troubleshooting support to prevent disruptions that could impact data collection and processing tasks. • Automated system backups • Automated log analysis • Monitored server performance and network stability • Performed hardware/software troubleshooting to maintain uptime

2025 - 2025

Education

Work History