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Data engineer · Project manager · PMP

Where data engineering
meets AI‑driven insight.

I’m a PMP-certified data professional blending analytics, automation, and artificial intelligence to deliver strategic impact. From building robust data pipelines to generating AI-powered visualizations and SEO content, I turn complexity into clarity.

See it in action Read the blog
Latest post WTWR Part 2: Front-End Completion & The Road to Full-Stack
Portrait of Aykut Onat
PMP certified
Data · ML · Automation

Explore my projects to see AI in action — whether it’s transforming images into product listings or forecasting trends with machine learning.

What I build

Systems that turn data
into decisions.

  1. 01 Building Responsive Weather-Based Frontend Frameworks for Retail A responsive, weather-driven React frontend architecture that dynamically adjusts item layouts for modern apparel brands. React & Responsive CSS Layouts Apparel Brands & E-Commerce Startups
  2. 02 Connecting Responsive Frontends to Secure API Server Routes The architectural layout needed to connect a responsive client application securely to an Express.js router and MongoDB database. Express.js & MongoDB Database Schemas Mid-Sized Digital Operations & SaaS Products
  3. 03 Predictive Machine Learning Pipelines for Complex Data Analysis An impartial machine learning prediction pipeline, built by engineering dynamic rolling metrics and eliminating data bias. Vertex AI & Python Data Engines Sports Analytics Services & Predictive B2B Platforms
  4. 04 Scaling Enterprise Cloud Analytics with Automated BigQuery Data Pools Cloud data architecture to store, flatten, and query thousands of complex records efficiently with Google Cloud BigQuery. Google Cloud BigQuery & Serverless Architecture Enterprise Data Operations & Scalable Digital Services

Projects in action

Watch the AI do the work.

More on YouTube ↗
4:52

Auto-generate Amazon SEO listings from images

A bulk image-to-listing generator: computer vision captions each product photo, then a language model writes an Amazon-style title and five SEO bullet points, exported to CSV for bulk upload.

  • Python
  • BLIP
  • OpenAI
  • Gradio
6:43

An AI catalog chatbot that answers product questions instantly

Product embeddings over structured catalog data, a clean Gradio interface and voice queries, so anyone can ask about a product in plain language instead of digging through spreadsheets.

  • sentence-transformers
  • Gradio
  • Python
10:24

NBA Insights, week 1: pulling game data with Python

The first episode of an NBA prediction series: pulling 2023–24 game logs with nba_api, exploring win/loss trends and spotting momentum swings with rolling averages.

  • nba_api
  • pandas
  • Jupyter
Live app NBA Insights — live prediction app Dashboard NBA team performance dashboard

From the blog

Notes on data, AI
& building things.

All 14 posts →

2 min read

WTWR Part 2: Front-End Completion & The Road to Full-Stack

Building on the initial frontend foundation of WTWR, this update focuses on cleaning up state management with React Context, implementing defensive data validation, and prepping the architecture to transition into a full-stack Node.js application.

  • React

Contact

Let’s build something data-driven together.

Let’s connect if you’re exploring AI-powered solutions or want to collaborate on data-driven innovation.

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