Frontend Engineering

React, TypeScript & Next.js

System Architecture

Structure, state & data flows

Technical Leadership

Code review & mentoring

Cross-platform Apps

Web, Electron & Node.js

4+

Years of
experience

At Husan since August 2022, combining technical leadership with hands-on frontend engineering.

8

Project case studies

2022

At Husan since

1

Co-authored publication

AI

Medical imaging research

Skills

The foundations behind my work.

Development Skills

React & TypeScript

Core expertise

JavaScript & Next.js

Core expertise

Node.js & Electron

Production experience

SCSS Modules & Tailwind CSS

Core expertise

Engineering Skills

Frontend architecture

Core expertise

State & data management

Core expertise

Forms, validation & permissions

Core expertise

API & real-time integration

Production experience
About me

Thoughtful architecture.
Dependable software.

I work where product needs meet engineering decisions, with responsibility for both the foundation and the final frontend experience.

01.Understand the whole flow

I work with product and backend teams to clarify requirements, review API contracts, and choose practical solutions before implementation.

02.Build a foundation that lasts

Modular architecture, reusable forms, typed data layers, and clear permissions keep complex products consistent as requirements evolve.

03.Own the quality of delivery

Hands-on development, thoughtful code reviews, mentoring, and production monitoring connect architectural decisions to the final experience.

Frontend manager & developer

More than the interface.

I lead frontend architecture at Husan, mentor developers, review code, and collaborate on requirements, API contracts, and system flows.

My production work spans healthcare, telemedicine, education, sales operations, connected devices, and AI-assisted experiences. I value clear boundaries, reusable foundations, and solutions that remain practical as a product grows.

Product needsUnderstand the problem
Reusable foundationsDesign for change
Clear experiencesDeliver with care
Tabriz, IranEnglish · Working proficiency
Experience & education

Building products.
Deepening the foundations.

Aug 2022 — Present · Tabriz, Iran

Husan

Frontend Manager & Developer

I lead frontend technical decisions while remaining hands-on with implementation, from initial requirements to final delivery.

  • Define architecture, module boundaries, state, forms, permissions, and data-layer conventions.
  • Review code, mentor developers, evaluate technical hires, and unblock implementation.
  • Collaborate with product, backend, and DevOps teams on requirements, API contracts, quality, and releases.

Sep 2026 — Present

Ph.D. · Artificial Intelligence

University of Tabriz

Computer Engineering, with a research direction in deep learning and medical image processing.

Oct 2024 — Sep 2026

M.Sc. · Artificial Intelligence

University of Tabriz

Self-supervised learning and pseudo-label refinement for medical image segmentation.

Oct 2020 — Sep 2023

B.Sc. · Computer Engineering

University of Tabriz

A foundation in computer engineering and software development.

Selected work

Complex products.
Clear experiences.

A closer look at the architecture, decisions, and frontend work behind products built for demanding real-world workflows.

Desktop application

Novan

Inventory & sales, online or offline

ReactTypeScriptElectronNode.js
Healthcare platform

Neda

A shared foundation for public healthcare

ReactTypeScriptTanStack QueryZustand
View all projects
My Skill

Practical skills.
Proven in real products.

Frontend Engineering

React · TypeScript · Next.js

Reusable interfaces, typed data flows, and clear permissions for complex products. I build foundations that keep the user experience consistent as a product grows.

View project

Desktop Development

Electron · Node.js

Offline availability and careful synchronization keep day-to-day work moving. I connect the desktop experience with the needs of real business workflows.

View project

Real-time Experiences

WebSocket · API integration

Messaging, live updates, and collaboration need predictable state. I shape the frontend flows that make connected experiences responsive and dependable.

View project
Research & publication

An analytical perspective.
Grounded in research.

Alongside frontend engineering, my academic work explores how deep learning can make better use of limited medical-image annotations.

Google Scholar
Master’s research

Learning from medical images with fewer labels

Self-Supervised Learning with Pseudo Label Refinement for Medical Image Segmentation

My research explored SEAL, a self-supervised pretraining framework for 3D CT images. It combines anatomical deformation with contextual learning to preserve spatial information. Evaluation on BTCV showed improvements over training from scratch, including with limited labeled data.

  • Python
  • PyTorch
  • 3D segmentation
  • Self-supervised learning
Co-authored publication · June 2026

More reliable semi-supervised learning

A2RCMatch: dual-attention framework for reliable sample selection and consistency regularization in semi-supervised learning

Published in Information Sciences. I contributed to research on using dual attention, reliable sample selection, and consistency regularization to improve learning from a combination of labeled and unlabeled data.

  • Information Sciences
  • Deep learning
  • Semi-supervised learning
GET IN TOUCH

Let’s build something that lasts.

Have a product challenge, a frontend architecture question, or an opportunity to collaborate? I’d be glad to hear from you.

developer.pouya.afraz@gmail.com ↗

© 2026 Pouya Afraz. All rights reserved.