vibeapp
in developmentsolo projectAI-powered iOS app that lets users describe any web app in plain language — or voice — and instantly deploys it live on Vercel. Streaming Claude chat with vision, Groq Whisper transcription, and one isolated Vercel project per generated app. Built solo — backend, mobile, infra, everything.
StackFit
in developmentsolo projectA tech-stack matchmaker for developers. Answer a short quiz about your goals and constraints, and StackFit recommends a curated stack and learning path for your archetype — from “vibe coder” to full-stack engineer. An interactive catalog maps tools, ecosystems and roles, on a dark terminal-inspired design system.
RAG Pipeline — Design Dataset Search
floorplannerjunior ai developer · 2025Built a production RAG pipeline over Floorplanner's large-scale design asset dataset — millions of rooms, floors, and product placements. Designed the retrieval architecture end-to-end so the LLM could actually reason over the data instead of just searching it.
loop-engineering
claude code skillgithub.com/selmakcby/loop-engineeringA drop-in Claude Code skill for building a self-running agent loop — one that keeps working until a goal is met instead of the manual write → wait → review → re-prompt cycle. The skill runs an honesty test, picks manual vs automatic and open vs closed, and wires up a closed loop with a real, un-foolable verification gate (a Stop hook running actual tests — zero tokens) plus a turn/budget ceiling. The one rule: never let the AI verify its own "done."
Bachelor Thesis — MCP + Claude AI Workflow Automation
Researched and implemented Model Context Protocol integration with Claude to automate enterprise workflows. Evaluated accuracy, latency, and agent reliability across real business processes.
Predictive Models — Video Game Dataset
Applied ML classification and regression models to predict game sales and ratings. Compared model performance across feature engineering strategies.
NLP / Text Mining Project
Built a text mining pipeline including tokenization, POS tagging, NER, and sentiment classification. Evaluated multiple NLP architectures on a domain-specific corpus.
AI Law & Ethics
Research and analysis on legal and ethical frameworks for AI systems.
Algorithms & Deep Learning
Deep learning implementations and algorithm analysis.
Statistics & R
Statistical analysis and modeling in R.
Collective Intelligence
Research into collective intelligence systems and emergent behavior.