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Ryan Mutula

Ryan Mutula

Software Engineering Lead in Contract Review, Compliance, and Legal Research

Kenya flagNairobi, Kenya
$40.00/hrExpertDoccanoLabel StudioArgilla

Key Skills

Software

DoccanoDoccano
Label StudioLabel Studio
ArgillaArgilla

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

Fine Tuning
Text Summarization

Freelancer Overview

Software Engineering Lead in Contract Review, Compliance, and Legal Research. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Certificate, Moringa School and Certificate, HarvardX.

ExpertEnglish

Labeling Experience

Missing Persons Describer

TextText Summarization
The app integrates a Transformer-based NLP model—specifically distilbart-cnn-12-6—to automatically condense long, detailed descriptions of missing individuals into short, digestible summaries. This feature is designed to help users and authorities quickly scan through case files without having to read walls of text. When paired with your built-in search filters for age, name, and location, the AI summaries make the process of tracking and identifying specific cases much faster and highly efficient.

The app integrates a Transformer-based NLP model—specifically distilbart-cnn-12-6—to automatically condense long, detailed descriptions of missing individuals into short, digestible summaries. This feature is designed to help users and authorities quickly scan through case files without having to read walls of text. When paired with your built-in search filters for age, name, and location, the AI summaries make the process of tracking and identifying specific cases much faster and highly efficient.

2025 - 2025

House Appraisal System

TextClassification
Data-Driven Inputs: The model analyzes the specific features of a listing. It weighs the property type (whether it is an apartment, bungalow, maisonette, or mansion), the specific location within Kenya, the number of rooms, and available amenities. The Algorithm at Work: Under the hood, the AI processes historical and active market data from the Kenyan real estate sector. It finds patterns and compares the target property against similar listings to calculate an accurate, data-backed estimated value. Smarter Matching: This estimation directly powers the "finding matches" feature. By having an AI-verified price tag, the algorithm can highly accurately pair potential renters with properties that sit perfectly within their budget range.

Data-Driven Inputs: The model analyzes the specific features of a listing. It weighs the property type (whether it is an apartment, bungalow, maisonette, or mansion), the specific location within Kenya, the number of rooms, and available amenities. The Algorithm at Work: Under the hood, the AI processes historical and active market data from the Kenyan real estate sector. It finds patterns and compares the target property against similar listings to calculate an accurate, data-backed estimated value. Smarter Matching: This estimation directly powers the "finding matches" feature. By having an AI-verified price tag, the algorithm can highly accurately pair potential renters with properties that sit perfectly within their budget range.

2024 - 2024

Education

H

HarvardX

Certificate, Machine Learning and Artificial Intelligence with Python

Certificate
Not specified
M

Moringa School

Certificate, Software Engineering

Certificate
Not specified

Work History

N

Nexlval Academy

Software Engineering Lead

Nairobi
2025 - Present
Z

Zaburi CBO

IT Technician

Nairobi
2022 - 2025