Intelligent Resume Matcher
An NLP-assisted tool that compares resumes with job descriptions and highlights skill gaps for early-career candidates.
Aspiring AI Engineer & Data Scientist
Building intelligent systems, ML-powered applications, and modern software experiences with a practical engineering mindset.
Portfolio signal
AI-ready engineer profile
Model thinking
Clean, measurable, maintainable
Data pipelines
Clean, measurable, maintainable
Software craft
Clean, measurable, maintainable
Short intro
Markosh is building a foundation across software engineering, machine learning, and data science with a focus on systems that are understandable, useful, and maintainable. This portfolio is structured for recruiters, collaborators, and mentors to quickly evaluate projects, writing, and technical direction.
Selected work
A focused showcase of systems, experiments, and product-minded builds across machine learning, data science, and modern web development.
Tools and concepts currently shaping the work.
Notes on learning, building, and evaluating AI systems.
A practical learning path for turning software fundamentals into applied AI engineering skills.
Notes on why precision, recall, baselines, latency, and explainability matter in applied ML projects.
A short reflection on building AI interfaces that keep users informed, skeptical, and in control.
Available for internships, junior roles, research collaboration, and project-based work.