Sukhrob Ilyosbekov | Full Stack Developer & AI Researcher

About Me

Full Stack Developer & AI Researcher

I'm a passionate software engineer pursuing my Master's in Computer Science at Northeastern University. With 9+ years of experience spanning full-stack development, game development, and AI/ML research, I bridge the gap between cutting-edge research and production-ready applications.

My research focuses on Computer Vision, Deep Learning, Medical Image Analysis, and Explainable AI. I've developed systems for skin cancer classification, monocular depth estimation, and multi-modal book detection using state-of-the-art architectures.

9+

Years Experience

50+

Projects Completed

Technical Arsenal

AI & Deep Learning

PyTorch TensorFlow OpenCV YOLO CNNs Vision Transformers GradCAM++

Backend Development

ASP.NET Core Node.js NestJS FastAPI Spring Boot gRPC

Frontend Development

React Angular Next.js Blazor TypeScript Tailwind

Mobile & Desktop

MAUI React Native WPF Avalonia

Game Development

Unity Godot PhaserJS Colyseus

Cloud & DevOps

AWS Azure Docker Kubernetes CI/CD

Awards & Honors

🥇

National Physics Olympiad

1st Place in Uzbekistan - First student from my high school to win at national level

⭐

Outstanding Project Award

Bookshelf Scanner - Computer Vision Course at Northeastern University

Work Experience

Jan 2025 - Jun 2025

Full Stack Developer

EmTech Care Labs | Portland, ME

Built HIPAA-compliant healthcare platform for Alzheimer's care planning. Led AWS Amplify Gen 1 to Gen 2 migration. Implemented real-time messaging systems.

Jul 2022 - Present

Freelance Full Stack Developer

Upwork | USA

Developed MMO game "Chestnut" with real-time sync & Web3. Built AI healthcare app for medical imaging on Azure AKS. Created full-stack real estate platform with Next.js/NestJS.

Dec 2022 - Dec 2023

.NET Software Engineer

Virtuworks | Miami, FL

Led migration from ASP.NET Web Forms to Blazor WebAssembly. Developed responsive UI components and optimized server applications.

Oct 2021 - May 2022

.NET Software Engineer

Frost Pixel Studio | Russia

Enhanced web app performance by 30%. Developed browser games with PhaserJS and created knowledge management platform with Node.js, Dgraph, and React.

Sep 2020 - Oct 2021

.NET Software Engineer

Smart Meal Service | Russia

Developed robotic cashier app and self-service kiosks integrated with POS systems using WPF, gRPC, and computer vision for product recognition.

Mar 2020 - Feb 2021

Game Developer

Pentalight Technology | Malaysia

Developed multiplayer VR smart city project in Unity. Integrated SteamVR and MLAPI networking for real-time collaboration.

Research Projects

MelanomaNet: Explainable Skin Lesion Classification

Developed explainable deep learning system for multi-class skin lesion classification using EfficientNet V2 with GradCAM++ visualization. Implemented novel ABCDE criterion analysis for clinical interpretability across all 9 ISIC 2019 categories.

PyTorch EfficientNet V2 GradCAM++ OpenCV

View Repository

LightDepth: Lightweight Monocular Depth Estimation

Designed lightweight depth estimation model with ResNet18 encoder and U-Net decoder, achieving 42% fewer parameters than Depth Anything V2, 72% faster inference, and better relative error metrics on NYU Depth V2 benchmark.

PyTorch ResNet18 U-Net Depth Estimation

View Repository

FSRCNN: Super-Resolution Neural Network

Implemented FSRCNN architecture achieving 40x speedup over SRCNN with end-to-end learned upsampling. Evaluated on Set5 (+1.78 dB PSNR) and Set14 (+1.26 dB PSNR) with comprehensive ablation studies.

PyTorch Super-Resolution Mixed Precision

View Repository

Featured Projects

Med Image Scanner

HIPAA-compliant platform connecting to hospital PACS via DICOM for AI-powered analysis on X-ray, CT, and MRI studies with OHIF Viewer integration.

Python FastAPI Next.js PyTorch OHIF

GitHub

Logistics TMS

Enterprise-scale multi-tenant SaaS fleet management system with real-time tracking, SignalR messaging, admin/management web apps, and mobile driver application.

ASP.NET Core Angular Blazor MAUI SignalR

GitHub

ChessMate

Online chess platform with PvP and AI opponents, supporting rated and unrated matches with real-time WebSocket communication.

Spring Boot Angular WebSocket Auth0

GitHub

Bookshelf Scanner

End-to-end book detection from bookshelf images using YOLO segmentation and Moondream2 vision-language model for title/author extraction.

Python YOLO Moondream2 FastAPI

GitHub

Blazor Form Builder

Comprehensive library for generating and managing forms in Blazor with drag-and-drop features and JSON schema generation.

C# Blazor ASP.NET Core

GitHub

AoE4 Matchmaking System

ML-assisted matchmaking combining player clustering, XGBoost predictions, and ELO rating for balanced competitive Age of Empires IV matches.

Python XGBoost FastAPI Angular

GitHub

Education

M.S. Computer Science

Northeastern University, Boston, MA

January 2024 - May 2026

GPA: 4.0/4.0

B.S. Computer Science

Suffolk University, Boston, MA

September 2021 - May 2023

Cum Laude | GPA: 3.5/4.0

B.S. Computer Science

INTI International College, Malaysia

September 2019 - July 2021

B.S. Software Engineering

TUIT, Uzbekistan

September 2017 - June 2019

Get In Touch

Let's Connect

Email

silyosbekov@gmail.com

linkedin.com/in/suxrobgm

GitHub

github.com/suxrobgm

@suxrobgm