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Aqeel Abbas

@aqeelabbas1

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Data Engineering Manager building enterprise ETL and AI for banking.

Pakistan

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What I'm looking for

I’m looking to lead enterprise data engineering and AI reporting in a regulated environment—designing scalable ETL, optimizing Oracle performance, deploying production pipelines, and mentoring engineers to deliver compliant, high-availability outcomes.

I’m a Manager Data Engineer leading enterprise Data Engineering solutions for Oracle Core Banking systems, focusing on data quality, integrity, and high availability.

I design and optimize ETL pipelines, PL/SQL procedures, automated reporting, and complex Oracle SQL to improve database efficiency and reporting performance while meeting business and regulatory standards.

I also build LLM-powered capabilities—Text to SQL and AI chatbots—using Retrieval Augmented Generation (RAG), semantic search, and vector databases to make reporting more accessible and reduce manual SQL effort.

I mentor a Data Engineering team and drive production delivery with version control, release management best practices, and close collaboration with Business, Compliance, Operations, and IT.

Experience

Work history, roles, and key accomplishments

Current

Manager Data Engineer

Current

The Bank of Punjab

Jun 2025 - Present (1 year 1 month)

Lead the design and implementation of enterprise data engineering solutions for Oracle Core Banking systems, ensuring data quality, integrity, and high availability. Manage ETL/PL-SQL and production reporting, and develop LLM-powered AI applications including text-to-SQL, chatbots, and RAG pipelines.

Data Engineering Oracle Core Banking ETL Pl SQL Text To SQL Chatbot Vector Databases Semantic Search Python SQL Indexing Version Control Release Management High Availability AI Engineering Team Leadership Performance Optimization

Python Backend Engineer

Codeaza Technologies

Jan 2025 - Jun 2025 (5 months)

Developed scalable Python backend services and RESTful APIs using FastAPI, including secure authentication and database migrations. Built automated web-scraping pipelines, data integrations, dashboards, and LLM-powered workflow automation with n8n.

Python fastAPI REST APIs JWT SQLAlchemy Alembic PostgreSQL Firebase BigQuery Streamlit Web Scraping BeautifulSoup Selenium Playwright Docker CI CD OAuth API Integration N8n LLM Webhooks Query Optimization Indexing

Data Automation Engineer

Qbatch

Jul 2023 - Dec 2024 (1 year 5 months)

Designed enterprise ETL pipelines to integrate data from multiple heterogeneous sources into centralized analytical platforms. Built reporting datasets and interactive dashboards, and developed automated data collection, validation, and transformation workflows.