Metin Yağız Bakiş

Data Science

Adisebaba · Staj

Ağu 2025 – Eyl 2025 ·1 aydan kısa ·İstanbul

Played an active role on building an end-to-end YouTube analytics tool: metadata extraction, SQL storage, and a CLI with CSV/JSON export. • Added analysis layers for titles/descriptions (keyword/readability checks), thumbnails (Gemini Vision pattern checks), and upload timing (day/hour/season/holidays). • Prototyped a lightweight RAG flow (retrieve → answer) with embeddings/vector DB for evidence-backed insights; deployed with Docker on DigitalOcean + monitoring/alerts + backups + tests + docs/KT

Data Science

Hepsipay · Staj

Ağu 2024 – Eyl 2024 ·1 ay ·İstanbul

• Developed and optimized data-driven models, improving the company’s customer behavior prediction capabilities with machine learning. • Enhanced proficiency in Python libraries such as Pandas, NumPy, and Scikit-learn for data manipulation, analysis, and machine learning model development. • Strengthened expertise in SQL for querying, managing, and analyzing large datasets in relational databases

Bahçeşehir Üniversitesi

Lisans · Yapay Zeka ve Veri Mühendisliği Bölümü

2020 – 2026 ·Mezun