Neural Network Developer
7+ years ML exp
Responsive & Cross-browser: 4/10
UX & Visual Polish: 4/10
Active 2 days ago
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Overview
Technical skills
Timeline
Roles
Overview
UI-focused frontend developer at a junior level with a strength for delivering small, polished static sites. The strongest proven skill is designing responsive, visually consistent static pages backed by style.css and the HTML content structure. There is no evidence of complex app state, build tooling, testing, or backend integration in public code.
Phone
Technical skills
DevOps
Git
GitHub
AI/ML
LLM
Frontend
Frontend
Timeline
AI Data Annotation Trainer and Content Moderator
•
Middle
OOO Programmnie Sistemy
•
Full-Time
Trained and fine-tuned an internal model to evaluate text content against project rules and policies. Performed large-scale testing, error analysis, and iterative quality improvements using datasets prepared to project requirements. Classified disallowed or undesirable information and monitored content compliance based on defined instructions.
LLM
Neural network trainer and data labeling specialist
•
Middle
Programm Systems
•
Full-Time
Trained and fine-tuned an internal neural model to check text content for prohibited or undesired information and to classify it according to project rules. Performed large-scale testing, analyzed errors, and applied iterative improvements to quality. Prepared and pre-processed datasets to match project requirements.
LLM
Data labeling and neural network training specialist
•
Middle
Yandex Crowd
•
Full-Time
Evaluated response quality by comparing model answers with user queries. Annotated and classified data based on project instructions, performing quality control on labeling. Built datasets by cleaning and normalizing data, and ensured outputs met relevance, completeness, logic, grammar, and policy requirements, including fact-checking of factual accuracy.
LLM
Nizhnekamsk Municipal Institute
Bachelor's Degree •
Personnel management; State and municipal administration
Ufa State Aviation Technical University
Bachelor's Degree •
Mechanical engineering; Automation of technological processes and production
Junior Frontend Developer
Confidence: Medium UI Engineer
UI-focused frontend developer at a junior level with a strength for delivering small, polished static sites. The strongest proven skill is designing responsive, visually consistent static pages backed by style.css and the HTML content structure. There is no evidence of complex app state, build tooling, testing, or backend integration in public code.
UI Component Architecture
2/10
How interface parts are built
Minimal component architecture; static HTML sections and repeated markup but no reusable component system, build tooling, or custom hooks.
Evidence
index.html: header/main/footer and .product-card layout used as repeated UI units
bluetoothswitch/index.html: repeated product-card markup for product pages
style.css: .container and utility classes used as primitive layout tokens rather than a component library
Responsive & Cross-browser
4/10
Works on all screens and browsers
Basic responsive techniques are used, including fluid typography and a mobile media query, but there is no advanced feature detection, RTL support, or progressive enhancement beyond viewport handling.
Evidence
style.css: .hero h1 uses clamp() for fluid typography
style.css: .container width uses min() and calc(), and an @media (max-width: 650px) block adapts layout
index.html and bluetoothswitch/index.html: viewport meta and lang attributes present for basic cross-device behavior
Performance Optimization
1/10
Speed of the interface
No explicit performance engineering or measurement; static site with compact CSS helps load performance but there are no instrumentation, code-splitting, or optimization artifacts.
Evidence
style.css: relatively small stylesheet with CSS variables and no large asset references
index.html: single-file static pages with no bundler, no analytics, and no build/perf artifacts
Accessibility & Semantics
3/10
Usable for everyone
Good use of semantic HTML elements and meta tags, plus proper link rel attributes, but lacks ARIA on any custom interactions and there is no focus management or automated a11y testing evidence.
Evidence
index.html: semantic structure using header, main, footer and lang attribute toggling
index.html and bluetoothswitch/index.html: external links use rel='noopener' and viewport/meta tags for basic accessibility hygiene
bluetoothswitch/index.html: language toggle implemented with a native button element
State Management & Data Flow
1/10
Managing data in the app
Only trivial client-side state is present (language toggles); there is no async state management, cancellation, optimistic updates, caching strategy, or state machine patterns.
Evidence
index.html: languageButton click handler switches document language and swaps data-en/data-ru content
bluetoothswitch/index.html: language toggle script with a reload fallback for switching back to Russian
UX & Visual Polish
4/10
Look and feel quality
Strong visual polish for a small static site with clear tokens, spacing, and responsive typography, but no advanced UX patterns such as skeletons, loading states, undo, or progressive disclosure.
Evidence
style.css: design tokens via CSS variables and consistent spacing in .hero and .product-card
style.css: responsive typography and layout rules for improved perceived polish
Technologies
Frontend
GitHub
Windows• mentioned only
Recommendations
- Develop small marketing or product microsites and static documentation sites where polished responsive UI and simple multilingual toggles are needed.
- Build and maintain componentized CSS systems or design tokens to evolve repeated markup into reusable components.
- Implement progressive enhancement features such as accessible focus management and lightweight a11y testing to raise accessibility quality.
Repositories
The developer's experience in this domain has been verified based on AI analysis of the following repositories:
