BINIYAM BIYADGIEFull-Stack Engineer | AI Systems Evaluation Specialist | Python Developer
Profile

Full-Stack Software Engineer and Python Developer specializing in AI system evaluation and MERN stack development. Experienced in building production-style web and mobile applications with a strong focus on API architecture, database design, and system reliability. Skilled in Python, TypeScript-based backend systems, React and Next.js frontend development, and workflow automation using n8n. Proven experience evaluating AI-generated code and outputs for correctness, logic, and production readiness, with structured, rubric-driven evaluation practices. Strong analytical thinker with experience across the full development lifecycle — from system design and API integration to testing, automation, and deployment — combined with a detail-oriented approach to software quality and AI training data accuracy.

Work Experience

AfterQuery⁠

Software Engineering Expert | AI Trainer
  • •Conduct structured evaluation of AI-generated software solutions, assessing logic correctness, implementation quality, and edge-case handling.
    • 01/2026 – PresentUnited States | Remote
  • •Participated in Project Silver, Pluto, and Artifacts, focusing on testing, ranking, and evaluation workflows.
  • •Author and validate structured task packages for AI training pipelines, ensuring technical accuracy and full reproducibility.
  • •Provide detailed technical feedback to improve model reasoning and coding performance across multiple concurrent projects.

    • Shipd⁠

    AI Trainer | Challenge Design & Evaluation Specialist
  • •Participated in Project Eris and Project Olympus, contributing structured solutions used to train and evaluate AI models.
    • 03/2026 – PresentCalifornia, USA | Remote
  • •Created technical challenges for other AI trainers to solve, designing scenarios that test reasoning and problem-solving ability.
  • •Solved challenges authored by fellow trainers, writing accurate, well-reasoned solutions used as high-quality training data.
  • •Collaborated with a distributed team of AI trainers, following rigorous submission and validation standards to ensure consistency and accuracy across evaluation rounds.

    • Revelo⁠

    AI Trainer | Code Evaluation Specialist
  • •Evaluated AI-generated code submissions for correctness, scalability, and production-level quality across JavaScript, Python, and TypeScript.
    • 01/2026 – 04/2026United States | Remote
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  • •Performed structured response ranking, correction, and prompt evaluation tasks.
  • •Delivered detailed technical feedback on code quality, system design, and production readiness.
  • •Reviewed edge cases and reasoning gaps in model outputs to support iterative model improvement.

    • Swenetix⁠

    Backend Developer
  • •Architected and maintained scalable backend systems within the MERN stack, focusing on API design, data modeling, and server-side performance.
    • 02/2025 – 2026Addis Ababa | Ethiopia | Remote
  • •Optimized database queries and backend logic to improve response times and overall system reliability.
  • •Built and integrated RESTful APIs to support front-end features and third-party service connections.

    • University of Gondar (UOG)⁠

    Software Developer & System Analyst (MERN Stack)
  • •Designed, developed, and maintained a complaint management platform for institutional use.
    • 2024 – 2025Gondar | Ethiopia
  • •Built and integrated backend APIs and database structures for institutional workflows.
  • •Conducted data validation, integration testing, and quality assurance to improve system reliability and accuracy.
  • •Coordinated with stakeholders to refine requirements and improve system usability.
    • Projects

    BiniosEstate⁠

    Real Estate Platform

    A property listing, renting, and selling platform with smart search and authentication for buyers, sellers, and renters. Built with React, Node.js, Express, and MongoDB.

    CMS

    AI-Powered Smart Complaint Management System

    An AI-driven complaint management platform with a knowledge-based chatbot that guides users and automatically routes complaints to the correct department for faster resolution. Built with React, Node.js, Express, and MongoDB.

    School Management System

    Academic Records Platform

    A platform for managing students, classes, attendance, and academic records with an intuitive interface. Built with React, Node.js, Express, and MongoDB.

    Education

    Adama Science and Technology University (ASTU)⁠

    Bachelor of Science in Software Engineering
  • •CGPA: 3.59 / 4.0
    • 2022 – 2026Adama, Ethiopia
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  • •Coursework focused on software engineering, data structures, database systems, and web development.

    • Skills
    Frontend Development

    React, Next.js, and TypeScript for responsive, component-based interfaces with routing and server-side rendering.

    Database Management

    PostgreSQL and MongoDB with a focus on schema design, queries, and data integrity.

    Backend Development

    Node.js, Express, Django, and Python for scalable REST APIs and server-side logic.

    DevOps & Automation

    Docker for containerized deployment and n8n for workflow automation and process optimization.

    Mobile Development

    React Native for cross-platform mobile applications.

    AI Training & Evaluation

    Structured challenge design, response ranking, output validation, and rubric-driven model evaluation.

    KEY COMPETENCIES
    • •Software Development & Full-Stack Engineering
    • •Software Testing & Quality Assurance
    • •AI Model Evaluation & Prompt Engineering
    • •Analytical & Critical Thinking
    Languages
    English

    Fluent

    Amharic

    Native

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