Professional
engineering leadership

Co-Founder · Principal AI/ML Lead

Gökçe Akçıl

M.Sc. in Artificial Intelligence · AWS Certified ML Engineer

gokce.ai ↗ LinkedIn Profile ↗

Gökçe is an AI/ML Engineer and Senior Software Engineer with 10+ years of experience, an M.Sc. in Artificial Intelligence and AWS Certified Machine Learning Engineer (MLA-C01) credentials. Having architected and delivered 200+ AI projects, model pipelines and enterprise integrations, she leads Orzed's applied deep learning, LLM fine-tuning, security-first RAG systems, computer vision and production MLOps.

Founding Track Record & Applied AI Experience

• Banking-Grade Document & Signature AI Systems Experience Architected end-to-end financial computer vision pipelines: fine-tuned YOLO region detection, U-Net background segmentation, Siamese/CNN forgery verification, GAN/diffusion synthetic augmentation and ONNX Runtime serving.
• Security-First RAG & Fine-Tuned Enterprise LLMs Engineered split-storage Fernet-encrypted RAG architectures (FastAPI, ChromaDB, Prometheus/Grafana) for regulated domains and fine-tuned causal LLMs using PEFT/LoRA and 4/8-bit quantization.
• Telecom-Scale Cloud & AWS ML Infrastructure Experience Designed distributed cloud components, microservice data integration layers and end-to-end AWS ML workflows across SageMaker Pipelines, Bedrock, Kendra, S3, Glue, Kinesis and Lambda.
• 200+ Delivered AI Models & Full-Stack Foundations Over a decade of full-stack software, blockchain and production machine learning delivery across Python, PyTorch, TensorFlow, TypeScript and high-availability cloud environments.

Core AI/ML & Engineering Expertise

LLM Fine-Tuning (PEFT / LoRA) · Security-First RAG & ChromaDB · Computer Vision (YOLO · U-Net · Siamese) · AWS SageMaker · Bedrock · Kendra · PyTorch · TensorFlow · ONNX · FastAPI · Docker · Prometheus · Model Evaluation & Threshold Tuning