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K

Kolawole Sunday Olanrewaju

Transformer Model for Machine Translation — AI Training/Data Preparation

Nigeria flagOko, Nigeria
$25.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Machine Translation
Language Models
Text-to-Image Generation

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Text Generation

Freelancer Overview

Transformer Model for Machine Translation — AI Training/Data Preparation. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University of Ilorin (2018) and West African Examination Council Certificate, Heritage College Egbe (2013). AI-training focus includes data types such as Text and Image and labeling workflows including Translation, Localization, and Text Generation.

IntermediateEnglish

Labeling Experience

Stable Diffusion Model — Data Labeling for Text-to-Image Generation

OtherImageText Generation
Implemented a stable diffusion model to generate images from text prompts, involving text-image data alignment. Labeled and evaluated generated image outputs against prompt adherence and visual fidelity. Conducted experiments to improve labeling processes and optimize data for diffusion-based generation. • Integrated CLIP for aligning text and image representations. • Curated and annotated prompt-image pairs for training. • Designed custom diffusion schedulers and guidance strategies. • Evaluated outputs using manual and automated quality metrics.

Implemented a stable diffusion model to generate images from text prompts, involving text-image data alignment. Labeled and evaluated generated image outputs against prompt adherence and visual fidelity. Conducted experiments to improve labeling processes and optimize data for diffusion-based generation. • Integrated CLIP for aligning text and image representations. • Curated and annotated prompt-image pairs for training. • Designed custom diffusion schedulers and guidance strategies. • Evaluated outputs using manual and automated quality metrics.

2025 - 2025

Transformer Model for Machine Translation — AI Training/Data Preparation

OtherText
Developed a Transformer model for Italian-to-English machine translation, implementing all core architectural components. Prepared and processed large-scale text datasets for model training. Evaluated translation quality and refined model parameters through iterative experimentation. • Built Encoder-Decoder sequence models from scratch. • Tokenized and aligned text samples for supervised learning. • Annotated translation outputs for model validation and error analysis. • Utilized open-source deep learning libraries and Opus Books dataset.

Developed a Transformer model for Italian-to-English machine translation, implementing all core architectural components. Prepared and processed large-scale text datasets for model training. Evaluated translation quality and refined model parameters through iterative experimentation. • Built Encoder-Decoder sequence models from scratch. • Tokenized and aligned text samples for supervised learning. • Annotated translation outputs for model validation and error analysis. • Utilized open-source deep learning libraries and Opus Books dataset.

2025 - 2025

Education

U

University of Ilorin

Bachelor of Science, Physics, Mathematics, Statistics

Bachelor of Science
2014 - 2018
H

Heritage College Egbe

West African Examination Council Certificate, Inter-disciplinary Programmes and Qualifications Involving Natural Sciences, Mathematics and Statistics

West African Examination Council Certificate
2007 - 2013

Work History

T

Thomas Adewumi University

Programmer I

Oko
2021 - Present
T

Thomas Adewumi University

Domestic Electrician

Oko
2020 - 2021