4th-year student · Computer Science & IT · Saratov State University (SGU)
Specialization: Big Data & Machine Learning
perfilov = {
"name": "Arseny Perfilov",
"university": "Saratov State University (SGU)",
"faculty": "Computer Science & Information Technologies",
"major": "02.03.03 — Mathematical Software & Info Systems",
"focus": "Big Data & Machine Learning",
"year": "4th Year Undergraduate (Graduating 2026)",
"current_stage": "7th semester · Preparing for 8th semester & Bachelor's Thesis",
"additional_education": [
"Yandex Practicum — Frontend Development",
"Digital Department SGU — Machine Learning",
],
"core_interests": [
"Computer Vision & Deep Learning (PyTorch, YOLO)",
"Data Analytics & Interactive Dashboards",
"Full-Stack Web Development (React, TypeScript, FastAPI)",
"Automated Data Scraping & Pipeline Engineering",
],
"status": "Available for ML / Data / Full-Stack opportunities 🚀",
}| Year | Award | Competition / Project |
|---|---|---|
| 2025 | 🥇 1st Place Diploma | "Digital Department" SGU Graduate Competition · Age prediction from facial photos (Computer Vision & ML) |
| 2024 | 🥉 3rd Place Prize | Sovcombank Case Championship "Liga Priklyucheniy" · SovcomPeople career portal testing & analysis |
| Project | Description | Stack | Links |
|---|---|---|---|
| 📊 Real Estate Analytics Dashboard | Interactive market analytics panel with custom parsers, dynamic metrics, and spatial visualizations | React, TypeScript, Vite, Recharts, PapaParse, Python, SQLite | Code |
| 🤖 Machine Learning Portfolio | Deep learning & CV models: CNNs (ResNet, EfficientNet), age estimation, image classification & OOD detection | Python, PyTorch, Scikit-learn, OpenCV, YOLOv8, NumPy | Code |
| 🖼️ Mesto Interactive Gallery | Responsive social photo gallery with modal dialogs, client-side validation, and interactive card deck | JavaScript (ES6+), Webpack, HTML5, CSS3 (BEM) | Code · Demo |
| ✅ Task Management SPA | Modern task management single-page application with smooth state updates and responsive UI | React, TypeScript, Vite, CSS Modules | Code |
🧠 Machine Learning, Deep Learning & Data Science
💻 Frontend Development
⚙️ Backend & Systems Programming
🗄️ Databases, Scraping & Automation
🛠️ DevOps, Build & Workflow
