I turn complex business requirements into AI-powered workflows that are practical, auditable and production-ready.
About • Experience • Projects • Skills • Education • Dashboard • Contact
I'm an AI-focused Business Analyst and data professional with hands-on experience in Generative AI solutions, LLM-based pipelines and analytical products. My work spans RAG architectures, multi-agent systems, prompt design and API integration — combined with strong business-analysis skills: requirements definition, stakeholder alignment and governance-aligned delivery.
I'm currently contributing to GenAI product initiatives at Akbank, translating complex business requirements into AI-powered workflows. On the side, I'm building GunAI Solutions, a B2B AI automation service targeting the Gulf market, and I publish technical content on AI and LLM systems on Medium and LinkedIn.
Across close to 7 years of professional experience — including a strong presence in the Gulf and Qatar market — I've learned that staying relevant means staying curious. My real passion is researching, learning and living inside the technology: constantly adapting to every newly released tool and turning it into something useful for real businesses.
Akbank Technology · via Etiya
- Contributing to Generative AI and digital banking initiatives within Akbank's AI and Technology Architecture teams.
- Translating complex business requirements into functional GenAI specifications — product flows, data requirements and integration touchpoints.
- Supporting the full lifecycle of AI initiatives from discovery and PoC to production rollout.
- Driving governance-aligned deployments through risk evaluation, compliance checks and production-readiness assessments.
Independent · Remote
- Applied AI training for business professionals — LLM integration, prompt engineering and automation platforms.
- Hands-on sessions around document processing, workflow automation and data-assisted decision-making.
Skymod Technology · İzmir
- Designed enterprise GenAI and RAG-based assistants for manufacturing, banking and retail clients.
- Developed multi-agent workflows for data retrieval, SQL reasoning and automated reporting on the Skystudio platform.
- Led prompt engineering and context design, building structured frameworks and memory-driven pipelines.
Practicus AI · Remote
- Delivered platform-agnostic AI/ML solutions for B2B clients, improving data pipeline performance and model reliability.
- Translated business challenges into scalable AI and data science solutions with stakeholders.
- Supported product testing, validation and release readiness for AI-integrated products.
Miuul · Remote
- Mentored students across Data Science, Machine Learning and AI bootcamps.
- Led workshops on Python, feature engineering, predictive modeling and visualization with industry use cases.
Production-ready SaaS built with Flask and the Claude Vision API. Extracts structured data from scanned invoices, generates pivot-table Excel exports and serves a bilingual TR/EN dashboard with PII masking and KVKK compliance.Flask · Claude Vision · Excel Automation🔗 Live |
Retrieval-Augmented Generation chatbot for the book Megapik Yeniden — contextual semantic querying of a full-length book, deployed as a live web application.Gemini API · ChromaDB · FastAPI🔗 Live · 💻 Code |
Scalable RESTful API that automates text extraction from images and documents, supporting digitalization workflows and structured data processing.Azure Computer Vision · FastAPI💻 Code |
Web app that transcribes audio/video up to 500MB into TXT, SRT and JSON, with an integrated mini-game to engage users during processing. Designed for SaaS deployment.FastAPI · OpenAI Whisper💻 Code |
Image-based defect detection and packaging inspection system for a manufacturing client (Dardanel), with annotated outputs designed for non-technical QC operators.FastAPI · Claude Vision
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Store-level forecasting over 553K rows for Cevher Wheel — trend analysis, seasonal patterns and actionable inventory recommendations for management.LightGBM · XGBoost · Random Forest
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End-to-end automated workflow for Chef Seasons that collects product complaints from multiple channels and triggers personalized response emails, cutting manual processing time significantly.Skystudio · API Orchestration
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Python-based text-to-speech conversion tool enabling automated MP3 audio generation from text inputs for content and accessibility workflows.Python · gTTS
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🚧 More projects on the way — automated video generation for real-estate listings & ads · AI-driven product promo & marketing video pipelines · multi-agent content studio for short-form social media.
GenAI·Video·Automation
Generative AI & LLMs
Programming & APIs
Data & ML Stack
Visualization
Cloud & Platforms
Automation & Low-Code
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Education M.Sc. — Management Information Systems Sakarya University, Business Institute · Jan 2025 – PresentThesis: language-model training & fine-tuning for domain-specific NLP applications. B.Sc. — Physical Education & Sports Teaching Hacettepe University, Faculty of Sport Sciences · 2006 – 2011
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Certifications & Training • DP-900: Azure Data Fundamentals — KodeKloud, Oct 2024 • Data Analyst Bootcamp — Miuul, 2023 (140h) • Data Scientist Bootcamp — Miuul, 2023 (4 mo) • Agile Bootcamp — Miuul, 2023 (70h+) • Data Engineering Mini Bootcamp — VBO, 2023 • GenAI Fundamentals with Gemini — Multigroup, 2025 |
Plus Miuul course certificates in Python · SQL · Machine Learning · Feature Engineering · NLP · Recommendation Systems · CRM Analytics.
Whether it's a GenAI initiative, an analytics challenge or an AI training need —
I'd be happy to talk about how we can work together.
✨ "Turning cutting-edge models into real-world impact."
