Recent projects
Elevating brands and products through engineering that ships.
Case studies and builds spanning web apps, client sites, and applied ML.
All projects
A fuller view of the work: narrative case studies plus additional builds.
Case studies
Consumer Social Platform · 2026
eFinny
Build a single product that supports dating, friendship, and professional networking while keeping trust and safety central to user onboarding.
Approach
- Designed mode-based discovery journeys (Date, BFF, Bizz) with shared account identity.
- Integrated verification-first UX and trust cues across discovery and profile surfaces.
- Shipped responsive web flows for onboarding, matching, and multi-context conversations.
Challenges
- Balancing flexible networking modes without overwhelming first-time users.
- Maintaining a smooth UX while enforcing safety and verification checkpoints.
Outcomes
- Unified networking experience with clear mode switching and consistent trust language.
- Production-ready deployment with scalable architecture for iterative growth.
AI Productivity SaaS · 2026
Aproko AI
Create a workspace where users can upload knowledge sources and get grounded AI answers with citations, memory, and study outputs in one flow.
Approach
- Structured the product as an AI-first workspace with library, chat, and memory primitives.
- Designed citation-aware answer UX to keep outputs trustworthy and verifiable.
- Implemented multi-app/monorepo foundations to scale feature modules independently.
Challenges
- Keeping latency and UX smooth across retrieval-heavy AI workflows.
- Designing a cohesive interface across chat, research, memory, and study modules.
Outcomes
- A clear AI operating system experience optimized for sustained knowledge work.
- Extensible architecture for rapid feature iteration across multiple app surfaces.
Web Design & Build · 2026
Paris American International University
A university site needed a modern, mobile-first presence with clear program discovery and a maintainable admin workflow.
Approach
- Designed an information architecture focused on prospective-student questions.
- Implemented responsive templates in WordPress + Elementor with reusable sections.
- Optimized assets and layout for fast first load and stable CLS.
Challenges
- Balancing marketing-style visuals with academic clarity.
- Keeping templates flexible for non-technical updates.
Outcomes
- Clearer navigation and faster page interactions on mobile.
- Easier content updates for admins via modular sections.
Conversion-focused Website · 2026
Study in North Cyprus
An education consultancy needed a site that builds trust quickly and guides visitors to inquiry actions.
Approach
- Built a homepage that leads with value proposition and clear CTAs.
- Created landing-page style sections for services, proof, and FAQs.
- Improved readability and hierarchy across devices.
Challenges
- Ensuring the content stays scannable without losing detail.
Outcomes
- Stronger CTA visibility and a clearer inquiry path.
Applied ML (NLP) · 2025
PEFT / LoRA — Sentiment Analysis
Fine-tune a transformer for sentiment classification efficiently (lower compute/cost) while tracking baseline vs tuned performance.
Approach
- Set up a baseline DistilBERT evaluation on IMDB.
- Applied LoRA via PEFT and compared metrics against the baseline.
- Documented the experiment steps for reproducibility.
Challenges
- Keeping training stable while remaining compute-efficient.
Outcomes
- A repeatable workflow for efficient fine-tuning experiments.
Product / Commerce UI · 2025
Gourmet Bakes
Create a clean, appetizing commerce experience with strong hierarchy, mobile-first layout, and conversion-friendly CTAs.
Approach
- Designed a homepage layout optimized for scanning categories and key actions.
- Built reusable UI sections and components for rapid iteration.
- Focused on contrast, spacing, and responsive typography for readability.
Challenges
- Balancing visual richness with speed and layout stability.
Outcomes
- A modern UI foundation suitable for a real productized food/commerce build.
More projects
Dating/BFF/Bizz/Platform
eFinny (Live App)
Dating, BFF, and Bizz networking in one product. Includes verification-first onboarding, matching flows, and cross-mode social experiences.
AI Knowledge Workspace
Aproko AI (Live App)
AI operating system for knowledge work with library-aware chat, memory timeline, citations, and study workflows in one interface.
Professional Client Work · WordPress · Elementor
Paris American International University
Developed a modern, visually engaging web presence for the Paris American International University. Built using WordPress and Elementor to ensure a highly responsive, optimized, and easily manageable platform for the institution.
Professional Client Work · WordPress · Elementor
Study in North Cyprus
Educational consultancy platform crafted to guide international students. Custom-built with WordPress and Elementor for a seamless, conversion-focused user experience with modern aesthetics.
Python · Jupyter · Hugging Face
PEFT / LoRA — Sentiment Analysis
Parameter-efficient fine-tuning (LoRA) on DistilBERT for IMDB sentiment classification. Baseline vs fine-tuned evaluation with Transformers & PEFT.
TypeScript
Gourmet Bakes
Modern TypeScript codebase for a bakery / food commerce experience — structure and UI craft tuned for real-world use.
JavaScript
FinLogger Dashboard
Finance logging and dashboard UI — data-forward interface patterns and client-side interactivity.
PHP
E-commerce Website
Full e-commerce site — catalog, flows, and server-side patterns in PHP for production-style delivery.
JavaScript · Architecture
Study Planner — Microservices
Study planner built around microservices thinking — decomposition, services, and integration across the stack.
Professional Project · JavaScript
Contact Management
Contact management system developed at a professional architecture level — featuring CRUD operations, record organization, and practical, production-ready UI.