Available for opportunities

Hesam
Koucheki.

Software Engineer

M.Sc. in Software Engineering · Large/Small Language Models · Machine Learning & Deep Learning · Edge/Fog Computing

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Academic foundation

2024 — NowTehran, Iran

Iran University of Science & Technology

M.Sc. in Software Engineering

  • Ranked as 3rd Top Student — the university ranked as Top 4 in Iran.
  • GPA: 18.13 / 20
  • M.Sc. Thesis: “Leveraging Small Language Models in Log Analysis: Enhancing Computational Efficiency And Accuracy” — supervised by Prof. Mehrdad Ashtiani & Prof. Naser Mozayeni.
2019 — 2023Hamedan, Iran

Bu-Ali Sina University

B.Sc. in Computer Science & Engineering

  • Ranked as 3rd Top Student — university ranked within Iran's top 10 universities.
  • GPA: 17.89 / 20 · Last-One-Year: 19.03 / 20 · Last-Two-Year: 18.77 / 20
  • B.Sc. Thesis: “Image Captioning using Attention Mechanism on Flickr30K” — supervised by Prof. Hassan Khotanlou.

Areas of focus

Large / Small Language Models LLM / SLM Machine Learning & Deep Learning Optimization Data Engineering Edge / Fog Computing Computer Vision

Research output

01

EdgeLog: When a 0.5B Framework Rivals 7B LLMs in Log Analysis

Submitted
02

MAB-RAFD: Bandit-Controlled Role-Adaptive Factor Decoupling for Federated LoRA

In prep.
03

Train & Inference of LLMs: A Review — Master's Seminar Paper

In prep.

Built & shipped

Commercial products, desktop/mobile apps, automation, web platforms, and open-source contributions.

Coursework & research implementations

Teaching experience

IUST2 Courses
Iran University of Science & Technology
  • Software Architecture — TA (Fall 2026)
  • Advanced Software Engineering — TA (Spring 2026)
BASU13 Courses
Bu-Ali Sina University
  • Fundamentals of Programming — Head TA (S23, F22); TA (F21)
  • Advanced Programming — Head TA (F22, S22, F21); TA (S21, S20)
  • AI & Expert Systems — Head TA (Fall 2022)
  • Database Systems & Implementation — Head TA (S22); TA (F22)
  • Operating Systems — Head TA (Fall 2022)
  • Data Structures & Algorithms — Head TA (Spring 2022)
InstructorRemote / On-Campus
Lecturer & Independent Instructor
  • ML & Deep Learning Bootcamp — Invited Instructor at Bu-Ali Sina University.
  • CS & AI Educational Content — teaching AI & CS concepts on YouTube ↗.
  • TOEFL Preparation — instructor via Telegram ↗.

Recognition

Capabilities

Programming languages
Python
TS / JS
C / C++
Frameworks & libraries
PyTorchTensorFlow / KerasLlamaFactoryOpenCVScikit-learnQt
Tools
LinuxGitLaTeXDockerK8sRedisPostgreSQLNeo4jRegexFigmaPhotoshopIllustrator
Languages

English · C1 Advanced

TOEFL iBT: 110 / 120 — R:25 · L:29 · S:26 · W:30 — Nov. 2025

Soft skills
Critical ThinkingTechnical WritingLeadershipPublic SpeakingAdaptability
Certifications

Deep Learning Specialization

Andrew Ng · Coursera ↗

Research Methodology Workshop

ISI Essay Writing Approach (2020) · Vahid Kayvanfar

Academic references

Iran University of Science & Technology

Dr. Mehrdad AshtianiAssistant Professor · m_ashtiani@iust.ac.irDr. Naser MozayaniAssociate Professor · mozayani@iust.ac.ir

Bu-Ali Sina University

Dr. Hassan KhotanlouProfessor · hassan.khotanlou@gmail.comDr. Mir Hossein DezfoulianEmeritus Professor · dezfoulian@basu.ac.irDr. Muharram MansoorizadehAssociate Professor · mansoorm@basu.ac.irDr. Mehdi Sakhaei-niaAssistant Professor · sakhaei@basu.ac.ir

Let’s connect

HessamKoucheki@gmail.com ↗GitHub profile ↗