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hakanbogan/README.md

Hakan Boğan

Senior Software Developer · Agentic AI · Backend Systems

I build production-grade backend systems and explore how AI agents can automate software engineering workflows.

Python · Django · FastAPI · AWS · Kubernetes · Kafka · LLMs

Current Focus

  • Agentic AI and autonomous software development
  • Multi-agent code review systems
  • LLM evaluation, RAG and fine-tuning
  • Cloud-native backend architectures

Building reliable systems and practical AI products.

Website · GitHub

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  1. code-review-agentic-framework code-review-agentic-framework Public

    🤖 Multi-agent code review framework using CrewAI. 7 specialized agents analyze PRs with evidence-based findings, auto-patches, and comprehensive evaluation metrics.

    Python 5

  2. self-rag self-rag Public

    Self-RAG system with quality control

    Python 1

  3. react-agent-calculator react-agent-calculator Public

    A demonstration of the ReAct (Reasoning + Acting) agent pattern using LangChain, implementing a simple string length calculator.

    Python

  4. gpt2-turkish gpt2-turkish Public

    Pretrained GPT2 Turkish model that is meant to be an entry point for fine-tuning on other texts.

    16 2

  5. bilingual-academic-graph-analysis bilingual-academic-graph-analysis Public

    Graph-based analysis, similarity retrieval, and classification of bilingual DergiPark articles using Node2Vec, GCN, GraphSAGE, and GAT.

    Jupyter Notebook

  6. gpt2-lora-from-scratch gpt2-lora-from-scratch Public

    A from-scratch PyTorch implementation of GPT-2 and Low-Rank Adaptation (LoRA) for parameter-efficient fine-tuning and text generation.

    Python