Open to opportunities

Nermine Atif

@nermineatif

Message

AI engineer specializing in RAG systems, fine-tuning LLMs, and building AI agents for customer workflows.

Egypt

Message

What I'm looking for

I seek an engineering role where I can build and deploy production-grade RAG/LLM solutions, collaborate cross-functionally, and grow in ML system design and model ops.

I am an AI engineer with hands-on experience designing and deploying retrieval-augmented generation (RAG) systems and fine-tuning small language models for domain-specific tasks.

At DXwand I built end-to-end pipelines for data ingestion, embedding, indexing (Weaviate), retrieval, evaluation, and response orchestration, and created evaluation/reporting automation for Q&A systems.

I developed AI agents for customer support and sales workflows, integrating intent handling, tool invocation, escalation logic, and real-time Shopify integration, and deployed components on GCP and AWS.

My background includes ML and computer vision projects (online exam system with face verification, automatic license plate recognition) and a strong foundation in Python, TensorFlow/Keras, Hugging Face, Docker, MySQL, and MongoDB.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

DXwand

Jul 2022 - Present (3 years 11 months)

Designed and implemented end-to-end retrieval-augmented generation (RAG) systems and AI agents, built evaluation pipelines for QA systems, and fine-tuned small language models to improve domain-specific task performance.

RAG LlamaIndex Weaviate Python AutoGen AWS GCP)GCP

Education

Degrees, certifications, and relevant coursework

Ain Shams University

Bachelor of Science, Computers & Systems Engineering

2017 - 2022

Grade: Very Good with Honors

Activities and societies: Selected coursework: Machine Learning; Image Processing; Artificial Intelligence; Networks & Data Communication; Compilers; Databases; Control Systems.

Completed a Bachelor of Science in Computers & Systems Engineering with Very Good with Honors, including coursework in machine learning, image processing, and artificial intelligence.