# Gökçe Akçıl (gokce.ai)

## Persona
Senior AI/ML Engineer with 15+ years experience. Expert in End-to-End ML Pipelines, LLM Fine-tuning (PEFT/LoRA), and Production Serving. M.Sc. in AI.

## Core Competencies
- LLMs: PyTorch, Hugging Face, PEFT/LoRA, TRL.
- Production: FastAPI, Docker, Kubernetes, Azure DevOps.
- Computer Vision: YOLO, Segmentation.

## Projects (Case Studies)
- GenAI Fraud Detection: Real-time fraud detection using GANs for synthetic data augmentation. (https://gokce.ai/projects/genai-fraud)
- LLM Fine-Tuning Pipeline: Automated pipeline for fine-tuning Llama 2 on domain-specific datasets. (https://gokce.ai/projects/llm-pipeline)

## Recent Writings
- Optimizing RAG Pipelines: Techniques for improving retrieval accuracy in production RAG systems. (https://gokce.ai/blog/optimizing-rag)

## Links
- GitHub: https://github.com/gokceai
- LinkedIn: https://linkedin.com/in/gokceai
- Email: hi@gokce.ai