Naima

Machine learning engineer with expertise in NLP, retrieval-augmented generation (RAG), and data-driven systems. Currently working in the banking sector, developing and deploying ML solutions for real-world applications. Experienced in building end-to-end ML pipelines and integrating models into production. Self-motivated professional with a strong interest in research and continuous learning.

AI/ML Engineer at The Bank of Punjab (2025 – Present)

• Developed ML models for credit risk, including credit limit and default prediction.
• Built end-to-end ML pipelines for data processing, training, and evaluation.
• Deployed models using Flask REST APIs for real-time banking applications.
• Performed data extraction and reporting for banking analytics and decision support.
• Worked on large banking datasets for risk analysis and insights generation.
• Improved model performance through tuning and validation techniques.
• Collaborated with teams to align ML solutions with business requirements.

MPhil Thesis in Data Science – Bahaudin Zakariya University, Multan (2024 – 2026)

Bachelor Of Study in Information Technology – The Women's University, Multan (2024 – 2026)