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I'm Berat Erkan Elcelik, a Master’s student in Artificial Intelligence and Intelligent Systems, with hands-on experience in ML, reinforcement learning, data science, and AI systems engineering. I enjoy building intelligent products and solving real-world problems through data and automation. I'm currently applying my skills as an AI Engineer at PvFritz UG, where I work on a multi-tenant Django web app and AI-powered features using LangChain, LangGraph, and MCP. Previously I served as a Data Scientist at Turkish Aerospace Industries (TAI), where I developed RL agents, anomaly-detection models, and multi-agent training environments, and I also contributed as a Working Student in data-centric ML projects. I’m passionate about turning research into practical solutions that scale.…I'm Berat Erkan Elcelik, a Master’s student in Artificial Intelligence and Intelligent Systems, with hands-on experience in ML, reinforcement learning, data science, and AI systems engineering. I enjoy building intelligent products and solving real-world problems through data and automation. I'm currently applying my skills as an AI Engineer at PvFritz UG, where I work on a multi-tenant Django web app and AI-powered features using LangChain, LangGraph, and MCP. Previously I served as a Data Scientist at Turkish Aerospace Industries (TAI), where I developed RL agents, anomaly-detection models, and multi-agent training environments, and I also contributed as a Working Student in data-centric ML projects. I’m passionate about turning research into practical solutions that scale.

Berat Erkan Elcelik

AI Engineer, Data Scientist, Developer, +2

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I'm Berat Erkan Elcelik, a Master’s student in Artificial Intelligence and Intelligent Systems, with hands-on experience in ML, reinforcement learning, data science, and AI systems engineering. I enjoy building intelligent products and solving real-world problems through data and automation. I'm currently applying my skills as an AI Engineer at PvFritz UG, where I work on a multi-tenant Django web app and AI-powered features using LangChain, LangGraph, and MCP. Previously I served as a Data Scientist at Turkish Aerospace Industries (TAI), where I developed RL agents, anomaly-detection models, and multi-agent training environments, and I also contributed as a Working Student in data-centric ML projects. I’m passionate about turning research into practical solutions that scale.…I'm Berat Erkan Elcelik, a Master’s student in Artificial Intelligence and Intelligent Systems, with hands-on experience in ML, reinforcement learning, data science, and AI systems engineering. I enjoy building intelligent products and solving real-world problems through data and automation. I'm currently applying my skills as an AI Engineer at PvFritz UG, where I work on a multi-tenant Django web app and AI-powered features using LangChain, LangGraph, and MCP. Previously I served as a Data Scientist at Turkish Aerospace Industries (TAI), where I developed RL agents, anomaly-detection models, and multi-agent training environments, and I also contributed as a Working Student in data-centric ML projects. I’m passionate about turning research into practical solutions that scale.

Available to hire

I’m Berat Erkan Elcelik, a Master’s student in Artificial Intelligence and Intelligent Systems, with hands-on experience in ML, reinforcement learning, data science, and AI systems engineering. I enjoy building intelligent products and solving real-world problems through data and automation.

I’m currently applying my skills as an AI Engineer at PvFritz UG, where I work on a multi-tenant Django web app and AI-powered features using LangChain, LangGraph, and MCP. Previously I served as a Data Scientist at Turkish Aerospace Industries (TAI), where I developed RL agents, anomaly-detection models, and multi-agent training environments, and I also contributed as a Working Student in data-centric ML projects. I’m passionate about turning research into practical solutions that scale.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Advanced

Work Experience

AI Engineer at PvFritz UG

March 1, 2025 - November 9, 2025

Worked on a multi-tenant Django web application to improve scalability and user experience. Developed AI-driven chat features using LangChain, LangGraph, and Model Context Protocol for context-aware interactions. Built and integrated MCP server/client components to enable seamless multi-agent communication. Contributed to multi-agent AI systems that automate and streamline complex workflows. Implemented monitoring and performance optimization using SigNoz. Deployed Triton inference for embedding client and built a server serving multiple users for a RAG-based system within a multi-agent architecture.

Data Scientist at Turkish Aerospace Industries (TAI)

October 1, 2024 - October 1, 2024

CGF Project – Autonomous Aircraft Development. Worked on reinforcement learning and anomaly detection tasks. Applied Isolation Forest, Local Outlier Factor, and Autoencoders on time-series anomaly detection. Trained RL agents for F-16, SU-27, and HURJET aircraft. Implemented DDPG and PPO algorithms from scratch for performance benchmarking. Developed multi-agent dogfight training environments.

Data Scientist (Part-Time) / Working Student at Turkish Aerospace Industries (TAI)

August 1, 2023 - August 1, 2023

Applied ML algorithms for anomaly detection and flight data analysis. Designed reward functions to improve RL agent convergence. Developed a custom TD3 reinforcement learning model for control optimization.