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SYS.ACTIVE
01

About me

Mohammed
Efaz

I build software and research agentic systems, with a focus on local AI.

ProfileLinkedIn
CodeGitHub
LocationDhaka, Bangladesh
Profile

I'm a research assistant at ELITE Research Lab LLC, with earlier engineering and QA internships at Genesys.

My interests centre on agentic systems and local AI, including how agents use memory and tools, and how to make them reliable and secure.

In my paper on MeReader, I explore how local models can answer questions about a book using only the part you've read.

B.Sc. Computer Science, Eötvös Loránd University, Budapest. Graduated in 2025 with a CGPA of 4.49/5.

I work on Arch Linux with Neovim and a terminal, using Codex, OpenCode and Claude Code for AI-assisted development.

02 / Experience

Roles: 04
Jun 2026 to present

ELITE Research Lab LLC

Research Assistant

I joined as a research intern in June 2026 and was promoted to research assistant in September.

  • I study agentic systems through literature reviews and reproducible experiments, with work on agent memory and AI-assisted software maintenance.
  • I built an internal tool for lab members to request and share research papers.
Sep 2024 to Jan 2025

Genesys

Software Engineer Intern

Worked on customer journey management workflows, from business logic to tests and bug fixes.

  • Reached full code coverage in a key journey-management area.
  • Shipped 5+ algorithmic improvements and simplified business logic paths.
  • Resolved 20+ defects and added 10+ Cypress tests across Angular and Vue modules.
TypeScriptAngularVueCypress
Mar 2024 to Oct 2024

Genesys

QA Test Automation Engineer Intern

Built end-to-end test coverage for Angular and Vue releases.

  • Automated 22+ high-value end-to-end scenarios in Playwright and Cypress.
  • Strengthened CI pipelines with test-driven validation for auth, events, and rendering flows.
  • Supported daily FedRAMP-aligned checks in a security-sensitive environment.
PlaywrightCypressTDDCI/CD
Sep 2024 to Jul 2025

Eötvös Loránd University

Teaching Assistant

Guided first-year international students through programming fundamentals and lab work.

  • Mentored 20+ students in coding fundamentals and debugging habits.
  • Ran lab sessions on programming fundamentals and debugging.
PythonJavaTeaching
03 // Research
ICCCI 2026 / Submitted

MeReader

An offline reading assistant that keeps retrieval and generation within the reader's current position, so future content stays out of its answers.

The paper evaluates local models on reading comprehension and response time, and examines whether answers stay within the reader's progress.

Mohammed Efaz, Itilekha Podder, Udo Bub

Read the paper draft
04 // Selected projects
Original project

MeReader

Offline reading assistant with spoiler-safe context boundaries.

Built a private reading system that limits retrieval and generation to the reader's current progress, using hybrid retrieval to find relevant passages.

I conceived and built MeReader as the research system for the paper.

Contributor
Cross-platform e-book reader with typographic controls and sync.

A Tauri and React e-book reader with typographic controls, responsive layout, and sync across devices.

I contributed to an existing open-source reader. I didn't create or own the project.

Original project
Local browser tool for summarising long-form content.

A Vue and TypeScript Chrome extension that summarises Gmail messages, articles, and PDFs locally, with questions about imported content.

I conceived and built MeTLDR as a local summarisation tool for long-form reading and research.

05 / More projects

Tron preview

Tron

Light-motorcycle game with deterministic movement and collisions.

JavaSQLOOP
Smart Home IoT preview

Smart Home IoT

Home automation simulation with sensor-driven control loops.

PythonOOPSimulation
Pokemon TCG preview

Pokemon TCG

Trading card platform with a PHP backend and browser interactions.

PHPJavaScriptWeb
Atmosphere Simulation preview

Atmosphere Simulation

Gas-layer simulation implemented with object-oriented design patterns.

C#OOPSimulation
MapMaker preview

MapMaker

Browser map game with terrain placement and seasonal scoring.

JavaScriptHTMLCSS
06

Tools I use

I use TypeScript for web applications and Python for AI research. My work also includes automated testing and Linux development.

Languages
TypeScriptJavaScriptPythonJavaKotlinSQLC#
Frontend
ReactNext.jsVueAngularTailwindHTML/CSS
Backend + DevOps
FastAPISpring BootREST APIPostgreSQLDockerAWSLinuxCI/CD
AI + Data
PyTorchTensorFlowRAGLangChainQdrantscikit-learn
Agentic + CLI
OpenCode CLICodex CLIClaude CodeAgentic ProgrammingTerminal First Workflow
07

Contact

Open to software engineering opportunities.

Thanks for reading