Nermine Atif
@nermineatif
AI engineer specializing in RAG systems, fine-tuning LLMs, and building AI agents for customer workflows.
What I'm looking for
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
AI Engineer
DXwand
Jul 2022 - Present (3 years 3 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.
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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