Welcome to Vice City

Sukhrob
Ilyosbekov

Senior Full Stack Developer | AI & Computer Vision Researcher

Industry Resume Research CV
VICE CITY FM SIDE A • 80s HITS

About Me

Sukhrob Ilyosbekov

Full Stack Developer & AI Researcher

I write software and I do computer vision research. Nine years of the first, and a Master's in Computer Science from Northeastern for the second. The work I like best is taking a model that only runs in a notebook and turning it into something people use.

My research is in computer vision and deep learning, mostly medical imaging and explainable AI, with three papers on arXiv. Along the way I have built systems that classify skin lesions, match microscopy images to text, estimate depth from a single photo, and read the titles off a shelf of books.

9+
Years Experience
50+
Projects Completed
Available for Work

Let's Build Something Great Together

Full-Stack Development AI/ML Solutions Game Development
Get In Touch Hire on Upwork

Technical Arsenal

AI & Deep Learning

PyTorch TensorFlow OpenCV YOLO CNNs Vision Transformers GradCAM++

Backend Development

ASP.NET Core Node.js NestJS FastAPI Spring Boot Bun ElysiaJS Prisma

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

Work Experience

Jan 2025 - Present

Senior Software Engineer

EmTech Care Labs | Portland, ME

Lead engineer on a HIPAA-compliant Alzheimer's care platform on AWS: real-time messaging, push notifications, and shared care plans for 200+ caregivers and patients. Consolidated three web and mobile codebases into one TypeScript monorepo with a shared component library. Encrypted PHI, audit logging, and role-based access took the platform through an outside HIPAA readiness review with no critical findings. Also built its ML features, a decline-risk model over care-log data and an NLP pipeline that structures clinical notes, and mentored two junior engineers.

Oct 2021 - Dec 2024

Senior Software Engineer

AllFactors | Santa Clara, CA

Rebuilt a legacy ASP.NET Web Forms real-estate analytics app on Blazor WebAssembly, with page loads about twice as fast. Built the real-time market-data pipeline on SignalR and SQL Server change tracking that streams live pricing to hundreds of concurrent users in under a second, and the shared Blazor component library every dashboard is built on. Property-valuation and market-forecast models retrain nightly on the day's transactions and serve into those same dashboards.

Sep 2020 - Jul 2021

Software Engineer

Smart Meal Service | Russia

C# / .NET control software for a self-service food kiosk and a robotic cashier, down to the payment-terminal and hardware protocols. Customer ordering app in Xamarin, admin dashboard in ASP.NET Core and Angular. A hardware abstraction layer lets one codebase run on all three machine models, and automated order routing sends each order straight to the right kitchen station.

Mar 2020 - Feb 2021

Game Developer

Pentalight Technology | Malaysia

Multiplayer networking, spatial audio, hand tracking, and in-world interfaces for a VR smart-city simulation in Unity, plus a desktop spectator client for people without a headset. Automated the art pipeline (model import, LOD generation, lighting bakes), so a multi-hour job per scene became one an artist could start and walk away from.

Client Reviews

★★★★★
"Sukhrob is one of the most versatile developers I've worked with. He took a vague product idea and turned it into a polished, production-ready application in just 8 weeks. His ability to handle everything from database design to pixel-perfect UI is genuinely impressive. Already planning our next project together."
David Chen CEO at NovaBridge Solutions
★★★★★
"We brought Sukhrob on to rescue a project that was falling behind. He quickly identified the architectural bottlenecks, refactored the core systems, and delivered a stable release two weeks ahead of our revised deadline. Clear communicator, great problem solver, zero drama."
Amira Patel Head of Engineering at CloudVantage
★★★★★
"Finding a developer who understands both game networking and web infrastructure is nearly impossible — Sukhrob is that rare find. He built our entire multiplayer backend and admin dashboard from scratch. The codebase he left us is clean, well-documented, and easy to maintain."
James Whitfield Founder of Orbital Games

Research & Projects

MorphoCLIP: Text-Supervised Cell Painting Retrieval

Contrastive image-text model that matches Cell Painting images of drug- and gene-perturbed cells to plain-language treatment descriptions. DINOv3 and BioClinical ModernBERT backbones stay frozen with small projection heads trained on top, so it trains on one consumer GPU. Evaluated on CPJUMP1: 51 plates, 3M+ images.

PyTorch DINOv3 BioClinical ModernBERT Contrastive Learning
View Repository arXiv Paper

Localize, Don't Beautify: Controlling Image-Editing APIs

Ask a commercial image editor to change one feature of a face and it beautifies the whole thing, a problem when the picture is a surgical preview. Compared prompt steering, masked compositing, and model-based inpainting across six editors on 196 edits, scored with ArcFace for identity and a localization metric. Plain masked compositing localized best.

Image-Editing APIs Inpainting ArcFace
arXiv Paper

MelanomaNet: Explainable Skin Lesion Classification

EfficientNet V2 classifier with focal loss over all nine ISIC 2019 categories, 0.86 weighted F1 on 25K images. GradCAM++ heatmaps are broken down along the ABCDE criteria dermatologists already use, so a clinician can check what the model looked at.

PyTorch EfficientNet V2 GradCAM++ OpenCV
View Repository arXiv Paper

LightDepth: Lightweight Monocular Depth Estimation (course project)

ResNet18 encoder with a U-Net decoder for monocular depth. 42% fewer parameters than Depth Anything V2 (14.3M against 24.8M), 72% faster inference, and lower relative error on NYU Depth V2.

PyTorch ResNet18 U-Net Depth Estimation
View Repository

FSRCNN: Super-Resolution Neural Network (course project)

Reproduction of FSRCNN (Dong et al., ECCV 2016) at 2x, 3x, and 4x with end-to-end learned upsampling. The paper's gains over SRCNN held up on Set5 (+1.78 dB PSNR) and Set14 (+1.26 dB), with added ablations on the shrinking and mapping layers.

PyTorch Super-Resolution Mixed Precision
View Repository

Featured Projects

LogisticsX

LogisticsX

Transportation management system for trucking companies. A Claude tool-use agent matches loads to trucks, checks federal hours-of-service, and plans multi-stop routes. Around it: four web portals, a Kotlin Multiplatform driver app, a multi-tenant .NET backend on DDD/CQRS, Stripe payments, and integrations with DAT, Truckstop, Samsara, and Motive.

ASP.NET Core Angular Blazor Kotlin Multiplatform SignalR Claude API
GitHub Live App
Meat.gg

Meat.gg

Community platform for Counter-Strike 2 servers, 50K+ registered users and 1K+ daily actives: profiles, messaging, friends, and a cosmetics shop on Stripe. A native C++ Metamod:Source 2 plugin links the live game servers to the web backend, so admins ban, report, and moderate from inside the game.

ElysiaJS Next.js PostgreSQL Prisma Bun Docker Stripe
Live App
DepVault

DepVault

Dependency vulnerability scanner across eight language ecosystems (npm, PyPI, NuGet, Cargo, Maven, and more), checking each against OSV.dev; 1,000+ dependencies in seconds. Doubles as an encrypted secrets vault (AES-256-GCM) with one-time sharing and a .NET AOT CLI that injects tokens into CI/CD pipelines.

Next.js ElysiaJS PostgreSQL Prisma Bun .NET AOT Docker
GitHub Live App
Med Image Scanner

Med Image Scanner

Pulls X-ray, CT, and MRI studies from hospital PACS over DICOM and runs PyTorch detectors: pneumonia on chest X-ray, intracranial hemorrhage on head CT. Predictions render as overlays inside OHIF, with on-the-fly de-identification, audit logging, and role-based access. FastAPI backend, Next.js frontend.

Python FastAPI Next.js PyTorch OHIF
GitHub
ChessMate

ChessMate

An online chess platform with both human and AI opponents, rated or casual. Moves go over WebSockets, so both boards stay in sync as the game runs.

Spring Boot Angular WebSocket Auth0
GitHub

Bookshelf Scanner

Point a camera at a bookshelf and get back a list of what is on it. YOLO instance segmentation isolates each spine, then Moondream2 (via llama.cpp) reads the title and author. FastAPI backend, Angular UI for corrections and export. Course Outstanding Project Award.

Python YOLO Moondream2 FastAPI
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

Telegram

@suxrobgm
Themes: Vice City Windows XP Terminal