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Andrew Kamiri

Andrew Kamiri

Freelance Agent & Automation Architect (AI Workflow Data Preparation)

Kenya flagNairobi, Kenya
$9.00/hrExpertOpencv AI Kit OakOtherTrilldata Technologies

Key Skills

Software

OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
Other
Trilldata Technologies

Top Subject Matter

AI Workflow Automation
Tender Compliance & Business Intelligence
Legal Services & Contract Review

Top Data Types

TextText
3D Sensor
DocumentDocument

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification

Freelancer Overview

Freelance Agent & Automation Architect (AI Workflow Data Preparation). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Engineering, Kenya-Based University (2025). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT) and Classification.

ExpertEnglishSwahili

Labeling Experience

Founder & AI Labeling Lead - Kamiri Hub (Tender Data Classification)

TextClassification
Developed an AI-powered compliance checking and tender analysis platform for SME contractors. Automated extraction, monitoring, and labeling of tender data streams for classification and compliance evaluation. The process involved labeling large volumes of text data to facilitate correct tender identification and notifications. • Built custom classification pipelines for regional compliance categories • Labeled tender documents for supervised model validation and performance improvement • Utilized n8n workflows and custom scripting for text annotation tasks • Ensured continual AI system accuracy through manual and semi-automated label review.

Developed an AI-powered compliance checking and tender analysis platform for SME contractors. Automated extraction, monitoring, and labeling of tender data streams for classification and compliance evaluation. The process involved labeling large volumes of text data to facilitate correct tender identification and notifications. • Built custom classification pipelines for regional compliance categories • Labeled tender documents for supervised model validation and performance improvement • Utilized n8n workflows and custom scripting for text annotation tasks • Ensured continual AI system accuracy through manual and semi-automated label review.

2026 - Present

Freelance Agent & Automation Architect (AI Workflow Data Preparation)

TextPrompt Response Writing SFT
Designed and deployed AI automation workflows for client projects involving voice assistants, email parsing, and lead qualification. Developed and managed AI systems that required creation and testing of prompts and structured data, especially for text-based workflow automation. Supported B2B and business clients by building workflows that depended on consistently labeled and interpreted text data for AI input and output quality. • Maintained quality of AI voice assistant responses over time through iterative tuning • Customized workflow specifications and labeled intent responses as part of system setup • Analyzed and labeled email data for automated cost quotation pipelines • Utilized n8n, Vapi, and Make.com for prompt engineering and system validation.

Designed and deployed AI automation workflows for client projects involving voice assistants, email parsing, and lead qualification. Developed and managed AI systems that required creation and testing of prompts and structured data, especially for text-based workflow automation. Supported B2B and business clients by building workflows that depended on consistently labeled and interpreted text data for AI input and output quality. • Maintained quality of AI voice assistant responses over time through iterative tuning • Customized workflow specifications and labeled intent responses as part of system setup • Analyzed and labeled email data for automated cost quotation pipelines • Utilized n8n, Vapi, and Make.com for prompt engineering and system validation.

2023 - Present

Education

K

Kenya-Based University

Bachelor of Engineering, Electrical and Electronics Engineering

Bachelor of Engineering
2021 - 2025

Work History

K

Kamiri Hub

Founder and CEO

Nairobi
2026 - Present
I

Independent

Freelance Agent and Automation Architect

Nairobi
2023 - Present