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Services.
Frontend
Development
Development of web interfaces using React and JavaScript, including the update or extension of existing designs. Implementation primarily relies on Tailwind CSS, with Vanilla CSS utilized as required.
If design templates or specific ideas are unavailable, the scope includes creating initial drafts and functional prototypes in Figma to establish a visual foundation for development.
Prototyping
Creating initial visual sketches in Figma to define the overall direction. This step ensures a shared understanding of the layout and style before any code is written, avoiding unnecessary revisions later on.
Focusing on structural drafts to capture the core idea and streamline the transition to development.
Visual draft: Defining layout and UI flow before moving to development.
Backend
System Architecture
Core Logic & Architecture
Development of server-side logic and API structures, primarily utilizing Spring Boot (Java) or Node.js. The implementation follows Onion Architecture according to Palermo, keeping the core domain independent of infrastructure and external frameworks.
Methodology
The scope includes database schema design, guided by Domain-Driven Design (DDD) and Test-Driven Development (TDD) to provide robust protection against regressions.
Legacy Systems
Reliable maintenance and operational support are available for existing Python-based (Django/Flask) environments, ensuring stability for legacy architectures.
// Generates payload for Claude API based on task & criteria public ClaudeRequest payload(Assignment task, Criteria crit) { List<Rule> rules = ruleService.findAllRules(); PromptBuilder builder = new PromptBuilder() .appendSystemPrompt() .appendTask(task) .appendEvalCriteria(crit); for(int i=0; i < rules.size(); i++) { builder.appendRules(rules.get(i)); } return new ClaudeRequest( MODEL, List.of(new Message("user", builder.build())), TEMPERATURE ); }
PromptBuilder pattern for automated correction workflows.
Data Science
Engineering & Preprocessing
Implementation of efficient algorithms for transformation and cleaning of complex datasets. Automated preprocessing pipelines for maximum data integrity.
Interactive Data Application
Full-stack dashboard development from data logic to final user interface. Custom control centers with focus on intuitive UX design.
Data Visualization
Exploratory data analysis and visualization using Pandas and NumPy. Translating large datasets into clear visual language through Matplotlib.
Additional Services
Photography
Professional photography capturing moments with artistic precision. Portrait, street, and creative composition tailored to your brand's aesthetic.
Audio Production
Crafting unique sonic identities. From hard-hitting beats to atmospheric soundscapes, delivering the perfect audio backdrop for creative projects.
Academic Coaching
Specialized 1:1 prep for final attempts and oral exams. High-stakes academic coaching with personalized roadmaps to ensure your degree success.
Student Mentorship
Independent pro bono guidance for students. A private initiative providing help to navigate the CS curriculum, completely independent of the university.