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Ahmed Faisal

@ahmedfaisal1

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Senior AI Engineer and Cloud-Native Architect specializing in production Generative AI, Agentic RAG, and voice AI.

Pakistan

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What I'm looking for

I want to build production-grade Agentic RAG and Generative AI systems—agentic pipelines, voice AI, and sovereign platforms—delivered through cloud-native microservices on Azure/AWS with strong CI/CD, security, and measurable performance.

I’m a Senior AI Engineer and Cloud-Native Architect with 6+ years of experience designing and deploying production-grade Generative AI and Multi-Agent Systems. I specialize in architecting Agentic RAG pipelines and multi-modal solutions, integrating Computer Vision and Acoustic Intelligence in scalable, cloud-native environments.

I build enterprise-ready AI platforms that bridge complex AI research with robust, event-driven microservices. I’ve led the architecture of sovereign AI capabilities—spanning RAG engines, workflow tooling, local model deployment, and immutable logs for enterprise auditability and monitoring.

In consulting roles, I delivered real business outcomes with agentic solutions across government and hospitality. I engineered a Sovereign AI Agent for WhatsApp public services, designed an AI Voice Platform for autonomous phone interactions with live analytics and human escalation, and created an omnichannel RAG desk using multi-agent routing for hallucination-free, approved-document grounded responses.

I also focus on reliable delivery and operational excellence: CI/CD, containerization, secure multi-tenant deployments, and measurable performance improvements. I’ve reduced deployment time for LLM models by 30%, improved scalability and reliability by 25%, and migrated systems with zero downtime—while continuously improving latency, contextual accuracy, and developer onboarding efficiency.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Consultant

Current

Galaxai Solutions

Sep 2025 - Present (8 months)

Partnered with government and hospitality clients to deploy agentic LLM and Voice AI workflows, including a WhatsApp AI assistant for public services and a voice platform for reservation and pickup order handling. Architected a sovereign enterprise AI platform with an agentic RAG engine, workflow studio, and immutable audit logs deployed on Azure under data-sovereignty constraints.

Agentic RAG Generative AI Voice AI (VAPI Twilio)Azure AI Foundry LlamaIndex LangGraph fastAPI Docker Azure DevOps Azure SQL Azure Active Directory NodeJS ExpressJS TypeScript Microsoft SQL Microservices Architecture Monorepo Familiarity Sovereign AI Sovereign Cloud Architectures

Senior AI Engineer

Codifica Inc (AI)

Sep 2023 - Oct 2025 (2 years 1 month)

Built and deployed generative AI applications and multi-agent workflows for the Codibot platform using LangChain/LangGraph and Crew AI. Streamlined LLM deployment (30% faster), improved scalability (25%), reduced onboarding time (20%), and transitioned the platform to RAG for higher contextual accuracy.

DevOps Engineer

VisualSoft Global (Blockchain)

Aug 2022 - Dec 2023 (1 year 4 months)

Deployed and maintained AWS-based services for an NFT marketplace, implementing CI/CD with CodePipeline/CodeDeploy and infrastructure automation with Terraform. Reduced deployment downtime by 40%, improved provisioning speed by 30%, and accelerated incident resolution by 25% using Elastic Stack monitoring while hardening AWS security with IAM.

AWS CodePipeline AWS CodeDeploy Terraform Elasticsearch RabbitMQ Docker AWS IAM Nginx Linux NestJS NodeJS Javascript (ES6)Javascript Typescript

Backend Engineer

Ezshifa (Healthcare)

Dec 2021 - Jul 2023 (1 year 7 months)

Migrated a monolithic PHP backend to AWS-hosted microservices using Node.js, RabbitMQ, and MySQL, redesigning APIs and CI/CD for reliable releases. Reduced backend response times by 40%, enabled 2x traffic scalability, cut deployment time by 50%, and achieved zero-downtime migration to the new architecture.

Software Engineering Intern

VisualSoft Global (Blockchain)

Jan 2021 - Dec 2021 (11 months)

Developed and maintained scalable desktop/web/mobile applications using C# and VB.NET, contributing to performance and reliability improvements. Implemented security controls for sensitive data and supported agile delivery in cross-functional teams.