HN

Hayk Nalchajyan

Available to hire

I am a machine learning engineer with 3 years of experience building and deploying ML/DL systems.

About

I am a machine learning engineer with 3 years of experience building and deploying ML/DL systems. I value integrity and evidence-driven work — testing hypotheses, running rigorous experiments, and correcting course quickly when results don’t hold.

I build reproducible pipelines in Python and SQL, I work with neural networks and Transformers (including RAG systems), and I deliver production-ready code. I enjoy designing scalable data workflows, training models, and collaborating with teams to translate complex problems into practical, impactful solutions.

  • 1 year's experience
  • Joined February 2026

Industry experience

  • Software & Internet
  • Education
  • Professional Services
  • Media & Entertainment

Work experience

Python and Machine Learning Tutor · Foundation for Armenian Science and Technology (FAST)Sep 2025 – Present · 1 yr 3 mos

Taught 11th-grade students as part of the 'Generation AI' course.

Statistical Programmer (R) · Hydralab LLCJul 2025 – Present · 1 yr 5 mos

Developing robust ETL pipelines using Python and T-SQL for a dimensional data warehouse, featuring SCD Types 1–4, Dockerized SQL Server, and automated Excel data ingestion with detailed logging.

Machine Learning Engineer · Foundation for Armenian Science and Technology (FAST)Jan 2025 – Jun 2025 · 6 mos

Developed and optimized desktop applications to streamline code integration. Implemented Retrieval-Augmented Generation (RAG) models and web scrapers to improve data retrieval and processing.

Education

Bachelor of Data Science · American University of Armenia2022 – 2026
B.S. in Data Science · American University of Armenia2022 – 2026

Certifications and awards

Advanced Machine Learning2023 – 2024
Discrete Mathematics, Linear Algebra, Data Structures and Algorithms2023 – 2024

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