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Abdulrhman Hani

AI Automation & Systems Engineer
Abu Dhabi, United Arab Emirates | +971 58 129 0236 | abdulrhmanhanii@hotmail.com | github.com/AbdulrhmanHani | linkedin.com/in/abdulrahmanhani | Portfolio: abdulrahman-me.com

Professional Summary

Backend, DevOps, and automation engineer with 6+ years of software engineering experience and hands-on expertise building AI-powered production systems. Focused on embedding LLM-driven automation, RAG pipelines, and self-hosted AI services into mission-critical enterprise environments. Skilled in Python, FastAPI, API orchestration, and deploying intelligent automation that reduces manual effort and boosts operational throughput and reliability.

Featured Project

Obj3ct - AI Cybersecurity Suite (5 specialized agents)
Personal Production Project
Portfolio: abdulrahman-me.com  |  Stack: Python, FastAPI, Ollama (qwen2.5), RAG, BM25, sentence-transformers, Multi-agent, YARA, OCR, Linux, Nginx, systemd, SSL.
  • Designed and operate a self-hosted AI cybersecurity platform running 5 specialized agents on a single hardened Linux stack - no third-party API keys, no cloud LLM dependencies.
  • Obj3ct AI - Core chat / RAG assistant with FastAPI streaming, Ollama (qwen2.5), and a 25 GB target technical knowledge base; hybrid retrieval combining SQLite FTS5 (BM25) with sentence-transformers embeddings.
  • V1P3R - Autonomous security scanner orchestrating 60+ pentest tools (amass, nuclei, masscan, nmap, sslscan) and generating AI-written executive vulnerability reports with attack-surface diagrams.
  • CL4W - Digital forensics agent that ingests arbitrary files and produces an AI verdict using YARA rules, PE / ELF dissection (pefile, pyelftools, capstone), entropy and strings analysis.
  • OS1NT - OSINT workstation profiling targets across 3000+ sites using Sherlock, Maigret, theHarvester, blackbird, holehe; LLM-synthesized intelligence reports.
  • XR4Y - Reverse-engineering assistant for binaries, assembly, exploits, malware triage, and CTF challenges.
  • End-to-end deployment on hardened Linux - Nginx reverse proxy, SSL/TLS, systemd-managed services, IP allow-listing, rate limiting, security headers; integrated Telegram bridge for chat access.

Professional Experience

Senior AI Automation Engineer
May 2025 - Present
Personovate / AICybr - Strategic Technology Contractor, Abu Dhabi, UAE
  • Engineered an AI operations assistant in Python integrating LLM endpoints (OpenAI, Anthropic, and self-hosted Ollama) with Laravel webhooks - ingests server and application logs, classifies incidents, and surfaces remediation suggestions, sharply reducing manual triage effort.
  • Designed Python-based automation and API orchestration layers connecting internal Laravel services to LLM endpoints through authenticated REST gateways.
  • Built Retrieval-Augmented Generation (RAG) pipelines using SQLite FTS5 (BM25 ranking) and sentence-transformers embeddings (nomic-embed-text) over internal MySQL and object-storage data sources.
  • Implemented multi-agent orchestration (fact lookup, web search, knowledge agents) with persistent response caching and TTL, coordinating LLM calls and tool use.
  • Deployed AI workflows on hardened Linux (Nginx reverse proxy, SSL/TLS, systemd, IP allow-listing, rate limiting) with CI/CD, delivering 99.99% uptime and enterprise-grade compliance.
Full-Stack Developer - Automation & Integration
May 2024 - May 2025
EmaxUAE, Abu Dhabi, UAE
  • Integrated third-party APIs and automated data flows to streamline business processes.
  • Improved team efficiency by 20% by introducing automated workflows and modern tooling.
  • Engineered modular, reusable services that later enabled rapid AI and automation adoption.
Senior Backend Developer
Mar 2023 - May 2024
Stackdeans, Alexandria, Egypt
  • Built scalable backends and data models that served as the foundation for analytics and automation use cases.
  • Optimised database queries and caching to support high-volume, data-intensive workloads.
  • Mentored developers on clean architecture and automation best practices.
Freelance Backend & Automation Developer
Jul 2022 - Present
Self-Employed, Remote
  • Built custom APIs and automation scripts integrating external services for clients.
  • Automated deployment and maintenance pipelines using Git, CI/CD, and shell and Python scripting.

Technical Skills

AI & LLM: LLM API Integration (OpenAI, Anthropic, self-hosted Ollama / qwen2.5), Retrieval-Augmented Generation (RAG), Multi-agent Orchestration, LLM Tool Use, AI Workflow Integration.
Embeddings & Retrieval: Semantic Embeddings, Semantic Search, sentence-transformers, Nomic Embed (nomic-embed-text), Hybrid Retrieval (BM25 + Embedding re-ranking), Full-Text Search (SQLite FTS5), Knowledge-base ingestion (PDF parsing, OCR via Tesseract).
Programming: Python 3, FastAPI, PHP, Laravel, JavaScript, Shell Scripting (Bash).
Automation: Process Automation, Pipeline Automation, Webhooks, Scheduled Jobs (Cron, systemd), Telegram / Chat-bot Bridges.
APIs & Integration: RESTful API Design, Streaming Responses (SSE), Third-Party API Integration, API Orchestration.
Data & Storage: MySQL, SQLite, Query Optimisation, Caching (in-memory + persistent TTL), Data Pipelines.
Infrastructure & MLOps: Docker, Linux (RHEL, CentOS, Ubuntu), Nginx, CI/CD Pipelines, Git, self-hosted LLM serving (Ollama).
Security: Secure API Design, SSL/TLS, Authentication, Zero-Trust Principles, IP Allow-listing, Rate Limiting, YARA / Binary analysis (PE, ELF).

Education

Bachelor of Science in Management Information Systems
2018 - 2023
King Marriott University, Alexandria, Egypt - GPA 76.27%
  • Specialised in database systems, business analytics, and IT project management - a strong data foundation for AI engineering.
  • Recognised as equivalent to a Bachelor's in Commerce (MIS) by the Supreme Council of Universities.

Certifications & Training

Languages