I am an AI Engineer with hands-on experience designing and shipping production LLM systems inside a large enterprise software company. Over ten months at Confiz Limited, I independently built and maintained three production chatbots: an HR policy assistant, an admin ticket management bot, and a process audit automation system. My work spans RAG pipeline design, LLM routing and orchestration, OAuth2 debugging, vector database management, and Jira automation. I authored the software design document for a next-generation audit platform, detailing the database schema, a multi-tier audit engine, RBAC, and integration architecture for twelve external systems. I thrive on turning complex requirements into robust, secure AI solutions with a focus on reliability, governance, and measurable impact.

Ahmed Muavia

I am an AI Engineer with hands-on experience designing and shipping production LLM systems inside a large enterprise software company. Over ten months at Confiz Limited, I independently built and maintained three production chatbots: an HR policy assistant, an admin ticket management bot, and a process audit automation system. My work spans RAG pipeline design, LLM routing and orchestration, OAuth2 debugging, vector database management, and Jira automation. I authored the software design document for a next-generation audit platform, detailing the database schema, a multi-tier audit engine, RBAC, and integration architecture for twelve external systems. I thrive on turning complex requirements into robust, secure AI solutions with a focus on reliability, governance, and measurable impact.

Available to hire

I am an AI Engineer with hands-on experience designing and shipping production LLM systems inside a large enterprise software company. Over ten months at Confiz Limited, I independently built and maintained three production chatbots: an HR policy assistant, an admin ticket management bot, and a process audit automation system. My work spans RAG pipeline design, LLM routing and orchestration, OAuth2 debugging, vector database management, and Jira automation.

I authored the software design document for a next-generation audit platform, detailing the database schema, a multi-tier audit engine, RBAC, and integration architecture for twelve external systems. I thrive on turning complex requirements into robust, secure AI solutions with a focus on reliability, governance, and measurable impact.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert

Language

English
Fluent

Work Experience

AI Engineer at Confiz Pakistan (Confiz Limited)
July 1, 2025 - April 30, 2026
Contributed to three production AI systems used daily by company employees and designed the architecture for the next generation of one of them. Implemented an HR policy chatbot with a SharePoint ingestion pipeline (MS Graph API, certificate-based auth) and a RAG-based QA chain; built an 8-dimension HR analytics system; fixed null-state crashes, race conditions, and introduced proactive error alerts. Refactored an admin bot into a plugin-based architecture with dynamic routing and a location resolver to validate Jira tickets. Led OAuth2 debugging to resolve auth loops and authored the Software Design Document for version 2 of the audit platform, including a 7-table DB schema and 3-tier audit engine.

Education

Intermediate in Commerce at Allama Iqbal Open University
January 1, 2024 - January 1, 2026

Qualifications

Regression Analysis: Simplify Complex Data Relationships
January 11, 2030 - April 25, 2026
Explore Core Data Concepts in Microsoft Azure
January 11, 2030 - April 25, 2026
Analyze Data to Answer Questions
January 11, 2030 - April 25, 2026
Data Science Methodology
January 11, 2030 - April 25, 2026
Google Advanced Data Analytics
January 11, 2030 - April 25, 2026
Google Data Analytics
January 1, 2025 - April 25, 2026
Predictive Machine Model
January 1, 2025 - April 25, 2026
Statistical Analysis
January 1, 2025 - April 25, 2026
Data Visualization
January 1, 2025 - April 25, 2026
Data Engineering
January 1, 2025 - April 25, 2026
Tableau
January 1, 2025 - April 25, 2026
Microsoft Azure SQL
January 1, 2025 - April 25, 2026
Data Core Concepts in Azure
January 1, 2025 - April 25, 2026

Industry Experience

Software & Internet, Professional Services, Education