I research, design, and build reliable software and intelligent systems—focusing on the intersection of artificial intelligence, software engineering, cybersecurity research, and open-access community platforms.
| Domain | Core Focus Areas |
|---|---|
| AI Systems Research | Multi-agent architectures, AI orchestration, memory systems, model evaluation, and intelligent workflows. |
| Enterprise AI Engineering | Organizational analysis, AI opportunity discovery, system architecture, and end-to-end AI solutions. |
| Software Engineering | System architecture, full-stack web platforms, APIs, MCP integrations, and developer tooling. |
| Cybersecurity Research | Malware analysis, digital forensics, threat report archiving, reverse engineering, and secure system design. |
| Project | Category | Overview |
|---|---|---|
| CyberTrace · Live Archive | Malware Reports Archive |
Open-access Malware Analysis & Digital Forensics Reports Archive cataloging in-depth technical dossiers, attack timelines, and YARA rules across 56+ malware families. |
| Education Platform (منصة التعليم المجاني) · Issues / Contribute | Open-Source EdTech · Algeria 🇩🇿 |
Non-profit, free open-source educational platform built to break the monopoly of paid platforms in Algeria. Currently covers 4th Year Middle School (4 متوسط) and 3rd Year High School Literature (3 ثانوي آداب) — actively seeking contributors to expand to all grades and streams! |
Actively contributing bug fixes, protocol telemetry, and evaluation benchmarks to leading AI & agent frameworks:
- crewAIInc/crewAI — Flow execution engine (
@startcondition orchestration), atomic training data serialization (PickleHandler), and monorepo CI test-duration pipelines. - Portkey-AI/gateway — AI Gateway guardrail plugins (
jsonSchemabalanced nested JSON payload extraction). - camel-ai/camel — Model Context Protocol (MCP) tool-call parser resilience & package
__all__export integrity. - Arize-ai/phoenix — LLM hallucination & faithfulness evaluation benchmarking (
phoenix.evals). - modelcontextprotocol/python-sdk — OpenTelemetry GenAI semantic conventions for MCP client tool spans.
AI & Agents :: Multi-Agent Orchestration | Model Context Protocol (MCP) | Memory Architectures | LLM Evaluation
Engineering :: Python | JavaScript / TypeScript | HTML5 / CSS3 | REST & JSON-RPC APIs
Security :: Malware Analysis | Digital Forensics | Threat Intelligence Dossiers | YARA Signatures
I believe technology should be both rigorously engineered and accessible—whether building reliable multi-agent systems, archiving deep-dive malware research, or empowering students through free, open-source education.
Research. Engineer. Experiment. Build.