Agent-native incident response
CrisisDesk
An AI agent investigates production incidents through real discoverable tools, with human approval enforced before any high-impact action.
Software · Data · AI · Cloud
State Engineer in Computer Engineering, specialized in Big Data & Cloud Computing. I turn complex requirements into reliable products—from interfaces and APIs to data pipelines, AI workflows and production infrastructure.
Selected systems
Each project is presented as an engineering decision: the problem, the system, the trade-off and the evidence.
Agent-native incident response
An AI agent investigates production incidents through real discoverable tools, with human approval enforced before any high-impact action.
Distributed traffic data platform
A complete path from continuous event ingestion to batch/stream processing, orchestration, storage and operational dashboards.
Streaming fraud intelligence
A collaborative fraud-detection platform connecting streaming data, ML experimentation, secured APIs and observability.
Web3 product, full-stack & operations
A production-linked marketplace spanning ERC-721 contracts, wallet flows, IPFS metadata, web/mobile interfaces, APIs, data and Linux operations.
Web3 engineering
Since 2025, I have worked hands-on across the Web3 delivery path: Solidity contracts, wallet interactions, off-chain services, decentralized metadata, security checks and production operations.
I contributed to ERC-721 components and wallet-based NFT transaction flows using Solidity, Web3.js, ethers.js, MetaMask and IPFS, then connected them to Node.js/PostgreSQL services and the Linux deployment stack.
Experience
Hands-on engineering experience across enterprise software, product delivery, release engineering and technical coordination.
Oct 2025 — Present
CurrentSep — Oct 2026
Automai Corporation · May June Solutions
Mar — Jun 2026
Capgemini Technology Services Morocco
Jul — Oct 2025
Jun — Jul 2025
Fès Country Club · RTCF
Jun — Aug 2024
CIFpro
Capability map
My range is intentional: enough breadth to connect teams and enough depth to own concrete technical outcomes.
Software Engineering
C# · .NET · Java · Python · TypeScript · Angular · React · Next.js · Node.js · Spring Boot
Data Engineering
Kafka · Spark · Airflow · HDFS · PostgreSQL · MongoDB · ETL/ELT · Data Quality
AI & MLOps
Scikit-learn · TensorFlow · PyTorch · MLflow · LLM · RAG · Qdrant · OpenCV · Whisper
Cloud & DevOps
AWS · OCI · IBM Cloud · Docker · Kubernetes · Terraform · GitHub Actions · Linux · Grafana
Foundation
First in class during the DEUG, then a State Engineering degree with honors—combined with team leadership, community work and continuous technical learning.
ENSET Mohammedia · Université Hassan II
FSDM · Université Sidi Mohammed Ben Abdellah
Leadership beyond the code.
Selected credentials
How I work
Translate business ambiguity into a testable technical path.
Add validation, observability and recovery before they become emergencies.
Use tests, documentation and measurable constraints to support decisions.
Share context, review constructively and make systems easier to own.
Let’s build