Riffa, Southern Governorate, Bahrain
I’m a Software Engineer and AI specialist passionate about building smart, scalable solutions. I develop memory techniques such as knowledge graphs, context management, and RAG systems for large language models (LLMs) to boost AI performance. I also create agents for real-time data analytics and cybersecurity, alongside AI-driven workflows to streamline processes. With expertise in AWS, Python, DevOps, and backend development, I focus on practical, user-friendly applications that solve real-world problems. Let’s connect to explore AI and automation opportunities!
LLM Memory & RAG Systems: Designed advanced memory techniques and retrieval-augmented generation (RAG) systems for large language models (LLMs), optimizing context management to enhance AI response accuracy and performance. Splunk MDE & Sentinel Agents: Built and deployed Splunk Machine Data Experience (MDE) and Microsoft Sentinel agents for real-time data analytics and cybersecurity monitoring, strengthening system security and threat detection. AI Workflow Automation: Developed AI-driven workflows using Python and AWS services (Lambda, API Gateway), automating complex processes and reducing operational overhead by 25%.
- NLP (natural language processing): build automation for categories content of pages whether it's following the standards or not. - Web design: design a website UX/UI using Figma.
- Waqf Isa Bin Salman Bin Hamad Charity: Built and managed backend systems using AWS Amplify. Set up automated DynamoDB backups and integrated core logic with AWS services for scalable, agentic workflows. - ADMC (Automotive Distribution Company, Saudi Arabia): Maintained backend infrastructure using Laravel (PHP). Managed authentication and authorization with Sanctum for mobile and web. Designed and deployed scalable AWS architecture with EC2, VPC, ElastiCache, RDS, and multi-AZ deployment. - ADMC – OTP Solution: Developed a cost-effective OTP system using AWS (SNS, DynamoDB, Lambda, API Gateway, SQS), reducing reliance on third-party services by 80%. Enabled secure and scalable mobile number verification. - Kalaam Telecom: Managed and improved multiple WordPress websites. Deployed on Ubuntu servers using Nginx with a two-tier (public-private subnet) architecture for enhanced security and performance. - Edamah: Built automated email workflows using SMTP and a Next.js frontend. Triggered email responses with user data on form submission, improving communication efficiency.