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Yusuf Solomon

Yusuf Solomon

LLM Fine-tuning on Custom Dataset (Personal Project)

NIGERIA flag
Lagos, Nigeria
$15.00/hrEntry LevelLabelimgCVATAws Sagemaker

Key Skills

Software

LabelImgLabelImg
CVATCVAT
AWS SageMakerAWS SageMaker
AppenAppen
Other

Top Subject Matter

Large Language Models
ML/Robotics/Computer Vision Knowledge Domains

Top Data Types

ImageImage
TextText

Top Task Types

Fine Tuning
Bounding Box
Segmentation
Classification
Object Detection
Text Generation
Question Answering
RLHF

Freelancer Overview

LLM Fine-tuning on Custom Dataset (Personal Project). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

Entry LevelEnglish

Labeling Experience

Machine Learning Engineer – Babban gona

ImageFine Tuning
As a Machine Learning Engineer at Babban gona, I fine-tuned computer vision models on production data to improve real-world performance. My work included monitoring and retraining AI models to maintain accuracy for farmer-related operations. I was involved in dataset preparation, active learning, and iterative human-in-the-loop model improvement. • Fine-tuned TensorFlow/Keras models for computer vision tasks • Engaged in data preparation and quality assurance for production models • Implemented inference and monitoring dashboards using PostgreSQL • Developed solutions tailored to agricultural sector needs

As a Machine Learning Engineer at Babban gona, I fine-tuned computer vision models on production data to improve real-world performance. My work included monitoring and retraining AI models to maintain accuracy for farmer-related operations. I was involved in dataset preparation, active learning, and iterative human-in-the-loop model improvement. • Fine-tuned TensorFlow/Keras models for computer vision tasks • Engaged in data preparation and quality assurance for production models • Implemented inference and monitoring dashboards using PostgreSQL • Developed solutions tailored to agricultural sector needs

2025 - Present

LLM Fine-tuning on Custom Dataset (Personal Project)

OtherTextFine Tuning
I fine-tuned a large language model (Qwen2.5) using QLoRA on a curated instruction-response dataset. The training data was structured in JSONL format and covered technical domains such as robotics, ML projects, drone mapping, and computer vision. Model responses were evaluated against ground truth values for accuracy assessment. • Curated and annotated custom instruction-response pairs for LLM adaptation. • Structured training data to align with model fine-tuning protocols. • Applied parameter-efficient fine-tuning for domain specificity. • Assessed output quality and accuracy via ground truth evaluation.

I fine-tuned a large language model (Qwen2.5) using QLoRA on a curated instruction-response dataset. The training data was structured in JSONL format and covered technical domains such as robotics, ML projects, drone mapping, and computer vision. Model responses were evaluated against ground truth values for accuracy assessment. • Curated and annotated custom instruction-response pairs for LLM adaptation. • Structured training data to align with model fine-tuning protocols. • Applied parameter-efficient fine-tuning for domain specificity. • Assessed output quality and accuracy via ground truth evaluation.

2026 - 2026

Education

B

Bells University of Technology

Bachelor of Engineering, Mechatronics Engineering

Bachelor of Engineering
2020 - 2025

Work History

B

Babban Gona

Machine Learning Engineer

Lagos
2025 - Present
S

Seven Up Bottling Company

Maintenance Engineer Intern

Lagos
2024 - 2024