ckyagmur@dev:~$ python build_future.py --env=production --verbose
✓ Initializing data pipelines [OK]
✓ Loading LLM context windows [OK]
✓ Connecting to PostgreSQL cluster [OK]
✓ Spinning up Docker cluster (:2376) [OK]
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# output
Bridging complex enterprise data with meaningful BI insights and AI models. Over 4 years of experience.
// services.py
Core capabilities & expertise areas
Turning raw data into actionable insight by designing interactive dashboards and self-service BI platforms. Alongside enterprise tools like MS SQL Server and Power BI, I build open-source, multi-tenant analytics environments with PostgreSQL and Apache Superset.
I design scalable DWH architectures and author Airflow DAG pipelines that orchestrate complex ETL/ELT flows — from ingestion to transformation to delivery. Backend services are containerised with Docker, with FastAPI powering production-grade data APIs.
Building systems that make machines understand documents and images. This covers end-to-end document comprehension pipelines (OCR → VLM → structured output), zero-shot instance segmentation with Segment Anything Model (SAM), and high-accuracy Speech-to-Text with LLMs.
// projects.py
End-to-end projects from concept to production
An end-to-end data warehouse analytics project processing data with T-SQL and visualizing it interactively for end-users via a Streamlit dashboard.
A full-stack e-commerce application built with a modern backend architecture, featuring product management, user authentication, and dynamic storefront capabilities.
A cross-platform mobile application for intelligent document scanning and parsing, leveraging OCR and LLM pipelines to extract structured data from unstructured enterprise documents.
// contact.py
Have a project in mind? Let's talk.
ckyagmur@dev:~$ python contact.py --send-message
✓ SMTP connection established [OK]
✓ Formspree gateway ready [OK]
✓ Awaiting stdin input... [READY]
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