Emre Yılmaz
Computer Engineering Student at Bahçeşehir University
I build AI-assisted products end to end — from trained computer-vision models to the full-stack systems around them. My focus spans applied machine learning and product engineering, most recently combining a locally-run object-detection pipeline with a multi-criteria decision engine and an LLM explanation layer.
Education
B.Sc. in Computer Engineering
- Awarded a 50% Admission Scholarship based on YKS (National University Entrance Exam) scores and ApplyBAU evaluation.
- Member of the Computer and Software Engineering Club
- Member of the Finance Club
- Member of the Fitness Club
Skills & Languages
Programming & AI/ML
- Python
- TypeScript
- SQL
- C++
- PyTorch
- Scikit-learn
Full-Stack & Mobile
- React / Next.js
- React Native / Expo
- FastAPI / Flask
- Supabase
Languages
- TurkishNative
- EnglishFluent
- GermanBasic
- FrenchBasic
DevOps, Tools & Workflow Design
- Docker
- Linux Administration
- Git & GitHub
- CI/CD Pipelines
- AI-Native Development
- Pipeline & Gate-Based Process Design
Analysis & Methodology
- Financial Modeling
- Technical Analysis
- Pine Script (TradingView)
- AHP / TOPSIS Decision Analysis
- Agile & Scrum
Experience
Intern Engineer
- Completed the full-stack development of a chatbot application using React (frontend) and Flask (backend).
- Designed and implemented RESTful APIs with modular routing and service layers.
- Integrated SQL Server for data persistence using parameterized queries for secure database operations.
- Deployed and tested the system on a Linux-based Ubuntu Server running on a VirtualBox VM.
- Troubleshot a Docker service failure caused by a system update and restored container functionality.
- Collaborated with the IT team on backend architecture, system administration, and version control best practices.
Projects
Academic and open-source work — coursework, coursework-adjacent research, and public repositories.
Led computer-vision development on a 7-person cross-departmental team, building a system that recognizes a phone from a photo and ranks it against alternatives using multi-criteria decision analysis, explained in plain language by an LLM.
A Python bot project exploring automated task and workflow handling.
A Python project applying predictive modeling techniques to match and outcome data.
Developer Tooling
Reusable process infrastructure for shipping solo projects — gated pipelines that enforce evidence and validation before code, rather than relying on discipline alone.
A Workflow OS starter template for solo app development: Expo Router, Zustand, and
SQLite paired with structured process/ templates, Claude slash commands,
a cap-check pre-commit hook, and CI — built to make project abandonment mechanically
harder, not just less tempting.
A gated, state-machine pipeline for taking a mobile app from idea to post-launch — framework-agnostic by design, with no app code until an architecture phase decides the stack. Each of its 8 phases pairs a Claude command with required artifacts and a gate script that checks them mechanically before the next phase unlocks.
Ventures
Independent products I'm building outside of coursework — from first prototype through active development.
A production-ready EdTech platform for note-sharing, Q&A, and community moderation workflows, with security-first data access (RLS, strict validation, CSP/HSTS) and CI/CD pipelines built for gated, recoverable deploys.
A mobile app for logging and revisiting live events — concerts, screenings, and more — built around a simple, personal event diary. Currently in active development, moving through a disciplined build process on the way to a public release.
GitHub Activity
A snapshot of my public contribution history.
Certificates & Activities
Certifications
-
Foundations of Project Management
-
Macroeconomics for Business Management
Citizenship
Dual Citizenship: Turkey & Bulgaria — full EU work authorization.
Contact
Open to graduate roles and collaborations across computer vision, full-stack product engineering, and applied AI.