Kasamba Lumwagi - LLM SQL Developer (Contract)

Key Skills

Software

Labelbox

Top Subject Matter

AI Model Training / LLM SQL Evaluation

Data Analysis & Engineering

Technical Writing & ED Tech

Top Data Types

Document

Computer Code Programming

Text

Top Task Types

Classification

Segmentation

Text Summarization

Question Answering

RLHF

Fine-tuning

Prompt + Response Writing (SFT)

Computer Programming/Coding

Evaluation/Rating

Freelancer Overview

LLM SQL Developer (Contract). Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Technical University of Mombasa (2025). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

IntermediateEnglish

Labeling Experience

LLM SQL Developer (Contract)

I evaluated the correctness, relevance, and completeness of AI-generated SQL code for LLM improvement. I collaborated with AI researchers to assess system instruction-following and efficiency for language model training. My work involved debugging and peer-reviewing AI outputs to improve data/model quality. • Rated AI-generated SQL code for quality and accuracy. • Provided structured feedback on AI solutions to support model retraining. • Debugged and documented AI-generated SQL programs for clarity and reproducibility. • Contributed to refining labeled training data for broader LLM enhancements.

2024 - 2025

Education

T

Technical University of Mombasa

Bachelor of Science, Information Technology

Bachelor of Science

2021 - 2025

Work History

I

Ineuron.ai

Data Analyst Intern

Remote

2024 - 2024

B

British Airways

Data Science Intern

Remote

2023 - 2024