Javeria Mustafa

AI/Ml Engineer

Askari Bank • Full-time

Dec 2025 - Present • 5 mos

1) Automated OBI report downloads and Excel report generation using Python, Selenium, and Pandas reducing manual effort by 92%. 2) Developed Python scripts for repetitive banking operations, improving workflow efficiency and accuracy. 3) Built end-to-end automation pipelines for report collection, formatting, and delivery using Excel and Python. 4) Enhanced operational reliability and scalability of banking workflows with Selenium and Python. 5) Streamlined complex reporting processes, enabling faster decision-making and reducing errors in financial reports.

Machine Learning Engineer

Allama Iqbla Open University • Full-time

Apr 2025 - Dec 2025 • 8 mos

• Built Transformer-based Urdu NLP models for paraphrasing and summarization, improving BLEU by 12%. • Developed legal AI agents for contract summarization, reducing review time by 40%. • Curated 200k+ Urdu text samples with linguists to address low-resource challenges. • Automated data pipelines for generation, scraping, and cleaning, cutting preprocessing time by 85%

Machine Learning Engineer

Agile loop(Private Limited) • Full-time

Jun 2024 - Jun 2025 • 1 yr

1) Designed AGI-inspired automation systems for Windows, boosting execution speed by 40%. 2) Developed autonomous LLM-driven OS agents, enabling seamless natural language command execution. 3) Integrated LangChain-based task-aware agents, reducing manual intervention in workflows by 60%.