Soj

Key Skills

Software

Axiom AI

V7 Labs

Surge AI

Supervisely

Scale AI

Sloth

Sama

Remotasks

Prodigy

Playment

Top Subject Matter

LLM RAG systems

Fine-tuning Domain Expertise

and automated LLM evaluation for customer support/document analysis

Top Data Types

Document

Image

Computer Code Programming

Top Task Types

Fine-tuning

Classification

Text Generation

Text Summarization

Computer Programming/Coding

Prompt + Response Writing (SFT)

Segmentation

Freelancer Overview

AI Software Engineer | Tecvison (LLM systems, fine-tuning, and RAG evaluation). Brings 5+ 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, Anchor University Lagos (2026). AI-training focus includes data types such as Document and labeling workflows including Fine-tuning.

Labeling Experience

AI Software Engineer | Tecvison (LLM systems, fine-tuning, and RAG evaluation)

DocumentFine-tuning

Built and deployed an LLM-powered Retrieval-Augmented Generation (RAG) system that selects and uses relevant document knowledge to improve agent performance in real time. Fine-tuned an open-weight Mistral 7B model using QLoRA on proprietary datasets to adapt it for a specific downstream task. Developed LLM evaluation pipelines with custom metrics to rate generation quality and reliability across multiple production models. • Used QLoRA fine-tuning on proprietary training data • Implemented RAG retrieval and context surfacing from documents • Evaluated model outputs using faithfulness, groundedness, and latency metrics • Operationalized and maintained multiple production model versions for consistent task performance

2025 - Present

Education

Work History