Borjan Ladinski

About

Bio Education Work Experience Research & Achievements Certifications Technologies
Borjan Ladinski

About Me

I'm a Computer Science graduate specializing in AI Engineering, Machine Learning and Python Backend Development. At FlyRank AI, my work spans backend AI systems and machine learning engineering, alongside commercial software development for real clients.

I build production applications with Python, Django, FastAPI, PostgreSQL, Redis and Docker. My AI work includes agents, retrieval-augmented generation (RAG), hybrid retrieval, LLM applications and machine learning workflows.

I'm currently pursuing a Master's in Applied Data Science and AI at OPIT. I've co-authored two AI research papers presented at international conferences and led the first-place team at the Business Innovation Hackathon 2026.

Education

Master's in Applied Data Science and AI

OPIT — Open Institute of Technology
Sep 2026 – Present

Bachelor's Degree in Computer Science and Information Technology

University American College Skopje
2023–2026, completed.

Work Experience

FlyRank AI

Machine Learning Engineer

Sep 2026 – Present

  • Developed machine learning workflows for SEO performance analysis and content optimization, processing large-scale search performance datasets into page-level feature pipelines.
  • Worked on content opportunity scoring, feature engineering, classification, ranking and explainable recommendations.
  • Evaluated a Random Forest ranking model achieving 0.740 Precision@50 against a 0.240 baseline on the starter benchmark.

Backend AI Engineer

Jun 2026 – Sep 2026

  • Developed AI-focused backend systems and APIs with Python and FastAPI, using PostgreSQL, Redis, Celery and Docker.
  • Worked on RAG, hybrid retrieval, embeddings, reranking and agentic AI workflows.
  • Ranked Top 10 globally out of 8,500+ participants and 6th in track out of 2,600+ participants in the FlyRank AI Internship Program.

DermAneta — Full Stack Engineer

Feb 2026 – Oct 2026

  • Designed and deployed a production Django application for a dermatology practice, with appointment booking and CaSys cPay payment integration.
  • Implemented payment verification, secure callbacks, retry mechanisms and automated confirmation emails.
  • Improved reliability through automated testing, security hardening and production deployment.

Ambrozija Farm — Full Stack Engineer

Mar 2026 – Sep 2026

  • Developed and maintained a commercial Django application with product catalog management, administrative workflows and backend functionality.
  • Supported online retail operations and application deployment.

Makedonski Telekom — Network Engineer Intern

Jul 2024 – Aug 2024

  • Assisted with internal router configuration automation tools, supporting network operations and standardization of configuration processes.

Research & Achievements

MACSWC — Multi-Agent Conflict Simulation With World Constraints

Presented at IHCONCS 2026 in Zagreb, Croatia.

  • Co-developed a deterministic multi-agent LLM simulation framework separating probabilistic agent reasoning from authoritative world-state execution.
  • Evaluated 50 simulation rounds and 250 generated actions; validation layers intercepted 49 invalid or high-risk proposals before execution.

Comparative Analysis of CNN-Based and Hybrid Transformer-Based Object Detection for Vehicle Detection in Intelligent Transportation Systems

Co-authored and presented at CIIT 2026.

  • Compared CNN-based and hybrid Transformer-based object detection for intelligent traffic monitoring, investigating accuracy, performance and real-world transportation applications.

Selected achievements

  • Business Innovation Hackathon 2026: First place as team lead.
  • AI Codebase Intelligence: 1.000 Hit@5 and 0.875 MRR@5 for the reranked configuration.
  • Autonomous Code Debugging Agent: 3/3 benchmark bugs resolved.

Selected Certifications

AI Engineering and MCP

  • Introduction to Model Context Protocol (MCP) — Anthropic, June 2026
  • AI Fluency: Framework & Foundations — Anthropic, June 2026
  • MCP Advanced Topics — Anthropic, June 2026
  • Introduction to Agent Skills — Anthropic, June 2026
  • Introduction to Sub Agents — Anthropic, June 2026

Python and Software Development

  • Python Fundamentals — Coddy, June 2026

AI Security

  • OWASP Top 10 LLM and GenAI — Snyk, June 2026
  • Secure AI Development — Snyk, June 2026

Technologies

  • Programming: Python, SQL, JavaScript, HTML, CSS
  • Backend: FastAPI, Django, REST APIs, Celery
  • AI Engineering: LLMs, RAG, AI Agents, MCP, Embeddings, BM25, Hybrid Search, Reranking
  • Machine Learning: PyTorch, Scikit-learn, Pandas, NumPy, Computer Vision
  • Infrastructure: PostgreSQL, Redis, Pinecone, Docker, Git, GitHub