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Mehmet Hilmi Emel

Generative AI Leader, MLOps Engineer.

About Me

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As a dual-degree graduate in Electrical-Electronics and Computer Engineering, my passion is to build innovative solutions in MLOps, Generative AI, and Natural Language Processing (NLP). I am dedicated to continuous learning and driven by a strong motivation to master the latest technologies.

My Work

MLOps & AI Engineer – Acedemand IT (06/2024 – Present)

I design and manage end-to-end MLOps processes on Google Cloud. My key responsibilities include:

  • Architecting fully automated pipelines to ingest real-time metrics (Prometheus) into BigQuery, triggering model training workflows on Vertex AI.
  • Fine-tuning large language models like Gemma 2b using a distributed training approach with a Ray cluster on Google Kubernetes Engine (GKE).
  • Designing scalable cloud infrastructure with Terraform and implementing robust CI/CD pipelines (GitHub Actions, Cloud Build) for automated deployments to Kubernetes.
  • Developing high-performance Retrieval-Augmented Generation (RAG) systems and multi-AI agents using technologies like LangChain, CrewAI, and vLLM.

NLP Engineer – Westerops

In this role, I developed a range of NLP solutions, tackling tasks like sentiment analysis, NER, and text classification. Working with BERT and Transformer-based models, this work culminated in presenting our team's research—including a Turkish Temporal Extractor Library and an extensible chatbot architecture—at three engineering conferences.

Certifications & Expertise

My expertise in cloud and artificial intelligence is validated by the following Google Cloud certifications.

  • Google Cloud - Professional Machine Learning Engineer
  • Google Cloud - Associate Cloud Engineer
  • Google Cloud - Professional Generative AI Leader

Education

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Electrical Engineering

I earned my Bachelor's degree in Electrical Engineering from Bahcesehir University, where I graduated with a 3.85 GPA and was ranked first in my department.

Computer Science (Double Major)

As a double major, I earned my Bachelor's degree in Computer Science from Bahcesehir University, where I graduated with a 3.81 GPA and top honors in my department.

Software Engineering (Minor Program)

As a minor, I earned my degree in Software Engineering from Bahcesehir University, where I graduated with a 3.89 GPA and top honors in my department.

Contact Me

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Youtube

In my free time, I enjoy creating YouTube videos about my projects and sharing my knowledge with others. Through my videos, I have explained various computer science topics, AI projects.

Medium

Check out Medium for articles.

LinkedIn

Check my LinkedIn Career updates and so much more!