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Computer Engineer · Data & AI Engineer

AI Engineer building applied ML/CV and multi-agent LLM systems on top of reliable data pipelines. I work across GCP/BigQuery and orchestration to ship production-oriented AI solutions.

About

About me

AI Engineer with hands-on experience building applied machine learning and computer vision solutions on top of reliable data pipelines. I work on multi-agent LLM workflows (CrewAI/LangChain) with tool use (function calling), grounding, and evaluation to improve reliability. Skilled in preparing structured datasets via ETL/ELT, developing ML/CV models (PyTorch/Keras, OpenCV), and supporting production integrations where data engineering and AI components operate together. Comfortable collaborating across product and engineering teams to deliver measurable outcomes through scalable, well-managed AI systems.

Currently learning

LLM EvaluationRAG

Applied ML / CV

Computer vision and classical ML models, experimentation, evaluation, and deployment-minded iteration.

LLM Systems

Multi-agent workflows, tool integrations, prompt/eval loops and production constraints like latency and safety.

Data Engineering

Pipelines, warehousing, orchestration, and analytics-ready datasets with reliability and cost-awareness.

Skills

Tools & technologies

Computer Vision

OpenCVImage processingObject detectionObject tracking

Frameworks & Libraries

PyTorchKerasscikit-learnNumPyPandasFastAPITensorFlow

Data Engineering (for ML)

ETL / ELT pipelinesDataset preparationData quality checksPostgreSQLBigQuery

Cloud & Monitoring

Google Cloud Platform (GCP)Cloud Logging/MonitoringGrafana

LLM Systems

CrewAILangChainTool use (function calling)Agentic workflows

Software Engineering

PythonSQLGit

Education

Istanbul Sabahattin Zaim University

2019 - 2024

B.Sc. in Computer Engineering

Experience

AI Engineer · Basefy

Aug 2025 — Present

Develop and iterate ML/CV models for product-facing use cases using PyTorch, Keras, and OpenCV.
Build and maintain training-ready datasets via PostgreSQL-based ELT pipelines, ensuring consistent and traceable data workflows.
Own the end-to-end model lifecycle (prep → training → validation → packaging) and align model I/O contracts with data engineering components to enable stable inference.

Data Engineer · Buluttan Weather Intelligence

Aug 2024 — Mar 2025

Developed Python/SQL-based data processing and automation workflows to improve ingestion and transformation reliability.
Supported ELT processes for dataset preparation and storage, contributing to improved data flow efficiency.
Assisted monitoring and analytics efforts using GCP tools and Grafana dashboards to enable data-driven insights.

Software Developer Intern · Bizmed

Jul 2022 — Oct 2022

Contributed to a web-based application development using Java.
Worked with Oracle Database for basic data storage and retrieval operations.
Supported backend development tasks and collaborated with the team during implementation.

Projects