Projects

SOLO HACKATHON WINNER - Beat 10+ teams in 48 hours. Built full-stack ML platform detecting extremist content at 94% accuracy. Technical stack: BERT for context (768-dim embeddings), CNN for classification (3 conv layers), custom NLP for user profiling. Processed 100 Reddit users last 100 posts in 2 minutes on laptop CPU. Frontend: React with WebSocket updates. Backend: FastAPI + PostgreSQL. Connected with Rust because why not learn during a hackathon? Special feature: User radicalization timeline showing progression over months.

VISA SPRINT FINALIST - 'Ready to ship tomorrow' - VC Judge. 5-day sprint with Visa/Roland Berger. Built AI-powered ERP for SME disaster response. I owned technical architecture, assisted in building the problem identification and entire UI. The 4:30am story: Thursday night before Friday pitch, UI was broken. Team went to sleep. I stayed up until 4:30am rebuilding frontend and editing our video and UI. We nailed the pitch at 9am.

AI ONBOARDING THAT ACTUALLY WORKS. Built NLP-powered HR assistant integrating 9 models to handle policy questions, onboard new staff, and automate repetitive HR tasks. Reduced onboarding time from 2 weeks to 3 days. Actually understands context, not just keywords.

SOLVING FOOD WASTE WITH PATTERN RECOGNITION. End-to-end platform matching supermarket surplus to food banks using AI pattern recognition. Predicts food surplus 72 hours in advance. Built for LSE Managing AI course - professor called it 'production-ready.'

Designed AI-powered classification model to automate sorting of internal and external innovation proposals for Siemens innovation wing. System evaluates proposal quality, alignment with strategic priorities, and feasibility to streamline decision-making process.

Interactive 3D recruitment simulator combining Three.js graphics with Gemini AI for engaging AI-powered portfolio presentation.

High-impact strategic consulting delivering 25-50% efficiency improvements across multiple sectors. Rapid transformation methodology achieving measurable results within 90-day cycles.

Professional analytics platform built on Squarespace achieving 98% mobile optimization score and 2.1s load time. Custom-designed responsive website serving 5K+ monthly visitors.

Enterprise SaaS platform transforming content creator analytics through real-time sentiment analysis. Processing 10K+ messages/minute with 92% accuracy, driving 35% increase in audience engagement.

Modern portfolio website with AI-powered content generation and interactive components.

Voice-to-speech browser extension with 4.8★ rating and 5,000+ users.

Urban bicycle storage concept with business model development and feasibility analysis.

E-commerce platform generating €7,000 profit in first year.

Scaled to 250K followers across 7 pages using content strategy and cross-promotion.

Data analysis of Ireland's dairy industry examining economic and environmental factors.

Research examining how AI coding tools are transforming software developers' workflows, skills, and professional identity.

AI-powered chatbot concept recommending optimal international money transfer services through real-time comparison and financial education.

Academic research examining technology's impact on professional practice and organizational behavior in software engineering contexts.