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IAtta56/README.md

👤 About Me

I'm an AI Engineer at Askari Bank — one of Pakistan's largest banks.

I design and ship production-grade AI systems that handle real banking operations — from multi-agent chatbots to real-time voice agents. Everything I build runs on fully local infrastructure with zero third-party API dependencies. In banking, data doesn't leave the building.

I don't build demos. I build systems that get deployed.




⚡ Production Systems

All projects are proprietary. No source code or architecture details shared.


Image Askari BuddyLaunching on bank's mobile app
Multi-domain AI assistant covering Islamic Banking, Conventional Banking, Security Ops & App Support. Voice-enabled with 4-language support (English, Urdu, Pashto, Punjabi). Enterprise auth with admin approval workflows, streaming responses, and full audit logging. 100% local — zero data leaves bank infrastructure.
Image Islamic Banking Agentic Bot
Multi-agent orchestrator routing to 3 specialized sub-agents (Document Search, FAQ, Profit Rates). Improved query resolution efficiency by 40%. Fully local with zero third-party API calls.
Image Information Security BOT
Compliance document analyzer processing 1,285+ regulatory requirements. Achieves 93.4% retrieval accuracy with table-aware PDF extraction and sub-1ms query latency.
Image Real-Time Voice Agent
Full speech-to-speech conversational pipeline with <200ms end-to-end latency. Dynamic tone and prosody adjustment for natural banking interactions.
Image DataChat — Generative BI
Natural-language analytics platform. Non-technical users query CSV, Excel, PDF data conversationally. Auto-generates charts, KPI summaries, and trend analysis. Zero SQL required.



📊 Impact

Metric Result Metric Result
📈 Query Resolution ↑ 40% 🎯 Retrieval Accuracy 93.4%
⚡ Voice Latency < 200ms 🔍 Document Latency < 1ms
📚 Compliance Reqs 1,285+ 🌍 Languages Supported 4
🧠 Knowledge Domains 4 🔒 External API Calls 0



🛠️ Tech Stack

AI & LLMs

Image Image Image Image Image

Vector Search & Retrieval

Image Image Image

Voice AI

Image Image Image

ML & Data Science

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Backend & Frontend

Image Image Image Image Image Image

Infrastructure & Tools

Image Image Image Image Image Image



🎓 Education

Degree Institution Year
🎓 B.S. Artificial Intelligence University of Haripur 2024
📜 Data Analytics Bootcamp Institute of Emerging Careers 2025



📬 Connect

Image    Image    Image

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