Experience

2022 - present

March 2026 - Present

Skala MRP · Istanbul, Türkiye

Develop PHP backend and Angular frontend modules for an enterprise ERP/MRP production planning platform.
Built an MCP (Model Context Protocol) tool layer on top of the application's REST API, letting external AI assistants query application data in natural language.
Designed an AI agent architecture that turns natural-language commands into business operations, combining tool calling with LLM integration to add an intelligent automation layer to production workflows.
Run R&D on data processing, process automation and AI features; help manage AWS infrastructure and DevOps.

October 2024 - January 2026

Comcai · Istanbul, Türkiye

Co-founded an AI-powered call analytics platform and owned its entire technical side; designed the architecture from scratch and scaled it to analyze 10,000+ calls per month.
Delivered a Python (FastAPI) and Docker microservice architecture with a Next.js real-time analytics dashboard and automated CI/CD deployments, sustaining 99.5% uptime and cutting deployment time by 70%.
Owned the product roadmap, AI model selection and pricing; cut clients' call analysis costs by 40% compared with traditional call center analytics.

June 2025 - August 2025

Aktif Yatırım Bankası A.Ş. · Istanbul, Türkiye

Built a RAG-based document processing system with Python, Docker and Llama.cpp; cut retrieval latency from 1.2 s to 0.4 s (65% faster), speeding up internal document search.
Designed Flask RESTful APIs for data masking and address verification compliant with KVKK, the Turkish data protection law; deployed them on Azure, integrated them into 3 internal systems and processed 10,000+ masking operations.
Built vector database management dashboards with Streamlit and trained 25+ employees on AI chatbots and RAG architecture, supporting the bank's AI adoption.

October 2023 - September 2024

Altınbaş Üniversitesi · Istanbul, Türkiye

Coordinated content updates across the 200+ page university website and grew organic traffic by 25% through HTML/CSS refinements and SEO work.

November 2022 - December 2022

UNICEF · Istanbul, Türkiye

Built persuasive presentation and communication skills; kept my donation conversion rate above the team average.