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nhdnhut/README.md

Nguyen Huynh Dang Nhut (@nhdnhut)

Artificial Intelligence Researcher and Systems Architect
University of Information Technology (UIT), Vietnam National University, Ho Chi Minh City
Portfolio: https://nhdnhut.github.io | LinkedIn: https://www.linkedin.com/in/dangnhutnguyen | Email: 26521522@gm.uit.edu.vn

Portfolio Institution Degree ViSEF VIFOTEC City Physics Olympiad Email LinkedIn ORCID

Executive Summary

I am an Artificial Intelligence undergraduate and systems researcher specializing in Large Language Model (LLM) acceleration, neural network compression, hardware-aware execution policies, first-principles deep learning, and secure telecommunication protocol telemetry.

My research methodology combines mathematical rigor with hardware-level systems invariants:

  • Deriving optimization procedures directly from calculus and matrix mechanics rather than opaque autograd abstractions.
  • Profiling computational execution boundaries against physical hardware constraints, including CPU cycle boundaries, cache-line alignment (alignas(64)), and kernel transition overhead.
  • Maintaining zero-truncation, deterministic reproducibility across all released software architectures and empirical benchmarks.

Selected Honors and Academic Awards

Year Honor / Distinction Awarding Body / Competition Field
2026 Second Prize City-Level Academic Excellence Competition Physics
2024 Encouragement Prize 24/7 Academic Olympic Competition Physics
2023 First Prize Provincial Vietnam Science & Engineering Fair (ViSEF) Applied Physics & Energy Systems
2023 Second Prize Provincial VIFOTEC Technical Innovation Competition Engineering & Control Systems
2023 Encouragement Prize 24/7 Academic Olympic Competition Physics
2022 Third Prize Provincial Vietnam Science & Engineering Fair (ViSEF) Engineering Mechanics
2022 Encouragement Prize Provincial VIFOTEC Technical Innovation Competition Technical Innovation
2019 National Youth Delegate 6th National Children's Forum of Vietnam Youth Representation & Policy

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