Amr Elbakry
10th of Ramadan City, Egypt
Amr Elbakry
AI Automation & Backend Infrastructure Engineer
Category : Artificial intelligence (AI)
I bridge the gap between advanced artificial intelligence and rock-solid cloud infrastructure. I specialize in designing and deploying intelligent automation systems, custom AI agents, and robust backend architectures tailored to your specific business workflows.
Whether your project requires the blazing-fast reasoning of world-class cloud APIs (OpenAI, Anthropic, Groq) or the absolute data security of self-hosted, private open-source models deployed on your own servers, I build scalable systems that deliver measurable business value. From setting up secure production environments in Docker to building conversational interfaces that connect directly to your internal databases, I ensure your automation is fast, secure, and resilient.
Core Expertise & Services
1. Intelligent AI Agents & LLM Integration (API & Hybrid)
API-Driven Solutions: Integrating state-of-the-art cloud models (GPT-4, Claude, Groq) into your business applications for optimal reasoning, classification, and speed.
Advanced Agent Frameworks: Building autonomous agents with learning loops and tool-calling capabilities (using advanced frameworks like Hermes) that execute multi-step tasks independently.
Retrieval-Augmented Generation (RAG): Connecting AI models to your private company data, PDFs, and internal knowledge bases using lightweight vector databases so your team gets factual, context-aware answers.
2. Advanced Workflow Automation & Conversational Bots
Production-Ready Pipelines: Architecting complex, multi-app automation workflows using n8n and custom Python scripts to streamline data entry, lead triage, and backend processes.
Intelligent Interfaces: Developing responsive Telegram and WhatsApp bots that act as seamless user interfaces, allowing employees or clients to trigger complex database actions via natural language.
3. Robust Backend Engineering
High-Performance APIs: Designing and deploying fast, asynchronous RESTful APIs using Python (FastAPI/Flask) and Java to manage business logic and data routing cleanly.
Database Management: Setting up structured relational databases and vector storage solutions to maintain long-term application state and persistent agent memory.
4. Secure Cloud, Containerization & Networking
Microservices Infrastructure: Packaging applications, databases, and automation tools into isolated, portable Docker containers for easy deployment and migration.
Cloud Hosting & Private Networks: Deploying environments on cloud virtual machines (Azure) or private hardware, utilizing Tailscale mesh networks and Cloudflare Tunnels to ensure zero-trust security and public endpoint accessibility without exposing core servers to risks.
The Value I Bring to Your Team
Architectural Flexibility: I don't force a one-size-fits-all solution. I help you evaluate the trade-offs between API costs/speed and the ironclad data privacy of self-hosted infrastructure.
Production-First Mindset: I don't just write script files that run locally on a laptop; I build containerized, securely tunneled, and live-monitored systems ready for actual daily team operations.
End-to-End Execution: You don't need to hire a separate network guy, a separate backend dev, and an AI pro. I handle the containerization, the API architecture, the automation logic, and the user interface.
Technical Stack
AI/LLMs: OpenAI API, Anthropic API, Ollama, Hermes Agent Framework, Vector Databases (ChromaDB/Qdrant)
Backend: Python (FastAPI, Flask), Java
Automation: n8n, Custom Webhooks, Telegram Bot API
DevOps & Infra: Docker, Docker Compose, Linux Server Management, Azure VMs, Tailscale, Cloudflare Tunnels
Whether your project requires the blazing-fast reasoning of world-class cloud APIs (OpenAI, Anthropic, Groq) or the absolute data security of self-hosted, private open-source models deployed on your own servers, I build scalable systems that deliver measurable business value. From setting up secure production environments in Docker to building conversational interfaces that connect directly to your internal databases, I ensure your automation is fast, secure, and resilient.
Core Expertise & Services
1. Intelligent AI Agents & LLM Integration (API & Hybrid)
API-Driven Solutions: Integrating state-of-the-art cloud models (GPT-4, Claude, Groq) into your business applications for optimal reasoning, classification, and speed.
Advanced Agent Frameworks: Building autonomous agents with learning loops and tool-calling capabilities (using advanced frameworks like Hermes) that execute multi-step tasks independently.
Retrieval-Augmented Generation (RAG): Connecting AI models to your private company data, PDFs, and internal knowledge bases using lightweight vector databases so your team gets factual, context-aware answers.
2. Advanced Workflow Automation & Conversational Bots
Production-Ready Pipelines: Architecting complex, multi-app automation workflows using n8n and custom Python scripts to streamline data entry, lead triage, and backend processes.
Intelligent Interfaces: Developing responsive Telegram and WhatsApp bots that act as seamless user interfaces, allowing employees or clients to trigger complex database actions via natural language.
3. Robust Backend Engineering
High-Performance APIs: Designing and deploying fast, asynchronous RESTful APIs using Python (FastAPI/Flask) and Java to manage business logic and data routing cleanly.
Database Management: Setting up structured relational databases and vector storage solutions to maintain long-term application state and persistent agent memory.
4. Secure Cloud, Containerization & Networking
Microservices Infrastructure: Packaging applications, databases, and automation tools into isolated, portable Docker containers for easy deployment and migration.
Cloud Hosting & Private Networks: Deploying environments on cloud virtual machines (Azure) or private hardware, utilizing Tailscale mesh networks and Cloudflare Tunnels to ensure zero-trust security and public endpoint accessibility without exposing core servers to risks.
The Value I Bring to Your Team
Architectural Flexibility: I don't force a one-size-fits-all solution. I help you evaluate the trade-offs between API costs/speed and the ironclad data privacy of self-hosted infrastructure.
Production-First Mindset: I don't just write script files that run locally on a laptop; I build containerized, securely tunneled, and live-monitored systems ready for actual daily team operations.
End-to-End Execution: You don't need to hire a separate network guy, a separate backend dev, and an AI pro. I handle the containerization, the API architecture, the automation logic, and the user interface.
Technical Stack
AI/LLMs: OpenAI API, Anthropic API, Ollama, Hermes Agent Framework, Vector Databases (ChromaDB/Qdrant)
Backend: Python (FastAPI, Flask), Java
Automation: n8n, Custom Webhooks, Telegram Bot API
DevOps & Infra: Docker, Docker Compose, Linux Server Management, Azure VMs, Tailscale, Cloudflare Tunnels
Working hours
- Monday:08h00 To 18h00
- Tuesday:08h00 To 18h00
- Wednesday:08h00 To 18h00
- Thursday:08h00 To 18h00
- Friday:08h00 To 18h00
- Saturday:Not available
- Sunday:Not available
- 🇬🇧 English
- 🇲🇦 Arabic
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