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Malek Achich

@malekachich

AI engineer who built a grounded AWS FinOps agent at Vermeg, with evidence controls and reviewer-guided recommendations.

Tunisia

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What I'm looking for

I’m seeking to pursue a Master’s abroad on a work-study or apprenticeship basis, combining advanced study with real engineering work in a demanding international environment.

At Vermeg, I built a FinOps agent for AWS cost optimization, backed by six automated data pipelines and a custom MCP server that gave the agent controlled access to evidence. I added grounding controls so unsupported resources, contradictory topology, and unverified savings claims were rejected.

I also developed a reviewer-feedback RAG workflow using bge-m3 embeddings and Qdrant, then containerized and deployed the platform on the company’s AWS EC2 environment. The project was defended with an Outstanding mention.

At Operis (AI-Driven Industrial Intelligence), OpenSense, I designed and built an industrial incident management platform and its AI incident-analysis pipeline, using agentic workflows, RAG, document intelligence, and public technical research. I also delivered a multimodal respiratory health project combining chest X-ray and structured clinical data analysis.

Experience

Work history, roles, and key accomplishments

AI Engineer Intern

Vermeg

Feb 2026 - Jul 2026 (5 months)

Built a freshness-aware AWS FinOps data foundation with 6 automated ETL pipelines and designed a custom MCP server exposing 14 controlled tools. Engineered a ReAct-style investigation agent with structural grounding controls and a reviewer-feedback RAG workflow.

AWS ETL MCP React RAG Qdrant Docker PostgreSQL OpenAI FinOps

Full-Stack AI Developer Intern

OpenSense

Jun 2025 - Aug 2025 (2 months)

Designed and built an industrial incident management platform with AI incident-analysis pipeline using agentic workflows and RAG. Delivered full stack with React, Node.js, Express, and PostgreSQL.

React NodeJS Express MySQL PostgreSQL Docker Nginx RAG Qdrant Ollama ChatGpt Claude

Security System Configuration Intern

LineData

Jul 2023 - Aug 2023 (1 month)

Installed and configured a ZKTeco biometric security and time-attendance system and integrated it into company infrastructure by linking SQL Server with a legacy MySQL web platform via PHP backend scripts.

ZKTECO SQL Server MySQL PHP