Adnan H.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Environmental data annotation

Speech and audio data annotation

Computer vision data annotation

Top Data Types

Text

Audio

Top Task Types

Transcription

Fine-tuning

Freelancer Overview

AKU-EB Examination Board Intern — interviews and transcription for PBL research. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Science, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology (2024) and Higher Secondary School Certificate, Aga Khan Higher Secondary School (2024). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Transcription and Fine-tuning.

Labeling Experience

GIKI Mess Feedback Analysis Using NLP — training an ML model for complaint topic prediction

OtherFine-tuning

The candidate built an NLP-driven machine learning model to analyze and categorize complaints from GIKI Mess feedback. The workflow included transforming text to numerical features using TF-IDF and applying sentiment analysis and topic modeling with LDA to identify complaint topics. These activities represent supervised/derived labeling of text into structured topic outputs for downstream analysis. • TF-IDF vectorization of feedback text • Sentiment analysis to derive emotional polarity signals • Topic modeling with LDA to infer complaint topics • Model training on ~180+ feedback entries

2024 - Present

AKU-EB Examination Board Intern — interviews and transcription for PBL research

Don't discloseTextTranscription

During the internship at AKU-EB, the candidate conducted professional interviews and transcribed the spoken content into text for research purposes. This work involved preparing clean textual records that could be analyzed as part of examination-challenge research. The candidate also contributed to literature-review activities by extracting relevant information from articles. • Interviews about examination challenges • Speech-to-text transcription for textual analysis • Literature review extraction from articles • Supporting a project-based learning research team

2023 - 2023

Education

Work History