Kidus Y.

Key Skills

Software

Other

Top Subject Matter

E-commerce – Product Categorization & Customer Support

Technology, Software & Web Architecture

Media, Entertainment & Creative Industries

Top Data Types

Image

Video

Audio

Top Task Types

Segmentation

Classification

Object Detection

Text Generation

Question Answering

Text Summarization

Fine-tuning

Transcription

Evaluation/Rating

Computer Programming/Coding

Data Collection

Freelancer Overview

I am a technical orchestrator, systems designer, and CEO of Deshet Creatives and Marketing PLC, specializing in rapid application development, AI orchestration, and high-fidelity dataset curation. My background combines robust technical execution—spanning web architecture (HTML5, CSS3, WordPress) and professional design frameworks (Adobe Creative Suite)—with deep experience managing structured technical pipelines. Utilizing agentic IDEs, advanced developer setups, and automated LLM workflows daily, I possess an advanced, foundational understanding of prompt engineering architectures, reinforcement learning from human feedback (RLHF), and rigorous code evaluation methodologies. This allows me to analyze, label, and optimize training data with the precision required for complex generative models and enterprise-grade AI agents. My project track record includes building and deploying scalable web apps and data-driven systems, such as a localized discovery directory and real-time state management systems utilizing PostgreSQL backends. I bring extensive experience executing structured design workflows, conducting analytical market research, and managing high-stakes projects from concept to production deployment. This combination of technical literacy, rapid prototyping experience, and strict attention to semantic detail sets me apart. I deliver highly accurate, nuanced training data and edge-case evaluations that directly improve LLM performance, safety, and alignment benchmarks.

Education

Work History