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Denis KirimiDK
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Denis Kirimi

@deniskirimi

I train AI models through precise data annotation, quality review, and LLM evaluation.

Kenya
Message

What I'm looking for

I'm looking for remote AI training, data annotation, quality review, or technical support work where I can apply precise labeling, LLM evaluation, workflow improvement, and visual judgment across distributed teams.

At Mindrift and RWS Group, I annotated, reviewed, and quality-controlled text, image, audio, video, structured data, and LLM outputs for AI training workflows.

I've delivered 10,000+ annotations, evaluated LLM responses for factual accuracy and instruction-following, transcribed and labeled audio for ASR training, and completed computer-vision tasks including bounding boxes, polygon segmentation, classification, and visual attribute tagging. I also contribute to annotation guidelines, flag edge cases, track quality metrics, and help reduce review cycles through structured feedback and self-QA.

Alongside AI work, I build secure web applications and technical documentation, and create brand identities and digital visuals through DenZen Design.

Experience

Work history, roles, and key accomplishments

IA
Current

Support Desk Agent

INUA AI

Jun 2025 - Present (1 year 2 months)

Delivered front-line technical support through phone, email, chat, and ticketing systems, resolving issues related to systems, access, software, hardware, networking, and cloud platforms. Managed ticket triage, documentation, and SLA follow-up, and documented repeat solutions to improve the internal knowledge base.

FR
Current

Web Developer & Technical Documentation Specialist

Freelance

Jul 2022 - Present (4 years 1 month)

Architected and delivered secure, scalable web applications using AI-assisted development, security-first principles (OWASP), and rigorous testing protocols. Produced technical documentation including system architecture diagrams, API specifications, deployment guides, and onboarding materials for developer and non-developer audiences.

DenZen Design logoDD
Current

Graphic Designer & Brand Identity Specialist

DenZen Design

Jan 2022 - Present (4 years 7 months)

Created brand identities for clients including MADA (luxury real estate) and THE MOB Collective (interior design), including logos, color palettes, typography systems, and brand guidelines. Designed digital banners, email campaigns, and UI visuals for KULA investment platform, and ran social media campaigns for Nissan of Richmond.

MI

AI Training & Data Specialist

Mindrift

Sep 2024 - May 2025 (8 months)

Annotated and quality-reviewed diverse AI training datasets including text prompts, conversational data, image descriptions, and structured records, applying detailed annotation guidelines across multiple simultaneous projects. Evaluated and ranked LLM-generated outputs for quality, factual accuracy, tone, and instruction-following as part of RLHF and model alignment pipelines.

RWS Group logoRG

Data Annotator & Transcriptionist

Jul 2023 - Aug 2024 (1 year 1 month)

Processed a high volume of annotations across text, image, audio, and video data types, maintaining accuracy while meeting production throughput targets on deadline. Transcribed and labeled audio recordings for ASR model training, performed image annotation tasks for computer vision, and reviewed OCR outputs for structured data extraction.

Education

Degrees, certifications, and relevant coursework

KU

Kibabii University

Bachelor of Science, Information Technology

Bachelor of Science in Information Technology degree from Kibabii University, completed in December 2023.

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