Denis Kirimi
@deniskirimi
I train AI models through precise data annotation, quality review, and LLM evaluation.
What I'm looking for
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
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.
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.
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.
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.
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
Kibabii University
Bachelor of Science, Information Technology
Bachelor of Science in Information Technology degree from Kibabii University, completed in December 2023.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
denzen.livePortfolio
denzen.liveJob categories
Skills
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