Profile Sukhrob Ilyosbekov
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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. The papers and code are on the research page.

System: Sukhrob Ilyosbekov v9.0
Role: Senior Full Stack Developer | AI Researcher
Location: Boston, MA
Education: M.S. Computer Science, Northeastern University
9+
Years Experience
50+
Projects Completed
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Let's build something great together

✓ Full-Stack Development ✓ AI/ML Solutions ✓ Game Development
Technical Arsenal - Add or Remove Programs
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Name
Technologies
Proficiency
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
6 programs installed Total: All systems operational
Work Experience - Windows Explorer
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C:\Career\Work Experience
  • - My Computer
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      • - Work Experience
        • EmTech Care Labs
        • AllFactors
        • Smart Meal
        • Pentalight
Senior Software Engineer
EmTech Care Labs | Portland, ME
Jan 2025 - Present
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.

Senior Software Engineer
AllFactors | Santa Clara, CA
Oct 2021 - Dec 2024
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.

Software Engineer
Smart Meal Service | Russia
Sep 2020 - Jul 2021
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.

Game Developer
Pentalight Technology | Malaysia
Mar 2020 - Feb 2021
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.
4 objects Work Experience
Inbox - Outlook Express
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David Chen — CEO at NovaBridge Solutions
★★★★★
"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."
Amira Patel — Head of Engineering at CloudVantage
★★★★★
"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."
James Whitfield — Founder of Orbital Games
★★★★★
"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."
Research & Projects - Scientific Tools
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Research projects in Computer Vision, Deep Learning, and Medical Image Analysis.
  • 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
  • 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
  • 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
  • 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
  • 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
3 publications, 2 course projects Active Research
Featured Projects - My Documents
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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 CoreAngularBlazorKotlin MultiplatformSignalRClaude API

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.
ElysiaJSNext.jsPostgreSQLPrismaBunDockerStripe

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.jsElysiaJSPostgreSQLPrismaBun.NET AOTDocker

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.
PythonFastAPINext.jsPyTorchOHIF

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 BootAngularWebSocketAuth0

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.
PythonYOLOMoondream2FastAPI
6 objects My Documents
Education - Academic Records
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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
4 records Academic Records
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