About Armand
Data & AI Engineer | Full stack Developper
Areas of expertise
- Building robust Big Data architectures for batch and real-time processing
- Distributed data processing with Apache Spark, Hadoop, and Kafka
- Data workflow orchestration using Apache Airflow
- Pipeline monitoring, reliability improvement, and performance optimization
- Development of production-ready applications powered by Large Language Models (LLMs)
- Design and implementation of RAG (Retrieval-Augmented Generation) systems
- Building AI agents capable of reasoning, tool usage, and task automation
- Integration of embeddings, vector search, and knowledge retrieval systems
- LLM application observability, tracing, and evaluation with tools such as Langfuse
- Full statck software developpement (Angular, Node.js, Laravel, Next.js, FastAPI; etc.)
- Containerization with Docker
- Deployment and orchestration with Kubernetes
- CI/CD automation and production best practices
How I can help your organization
English
Conversational
French
Native or bilingual
Experience
- YAS TOGOBig Data & AI EngineerDIGITAL AND ITNovember 2025 - Today (9 months)Lomé, MA, TogoDesign, develop, and optimize scalable data pipelines that support critical business operations and data-driven decision-making.- Design and implement scalable Big Data architectures for batch and real-time processing using Apache Hadoop, Apache Spark, and Apache Kafka- Develop, monitor, and maintain high-performance data pipelines using Python, SQL, and Pentaho Data Integration (PDI)- Orchestrate and schedule end-to-end workflows with Apache Airflow to ensure reliable and automated data processing- Containerize and deploy data solutions using Docker and Kubernetes while enforcing CI/CD best practices- Collaborate closely with data analysts and business stakeholders to translate requirements into efficient data solutionsEnvironment: Spark, Hadoop, Kafka, Python, SQL, Airflow, Docker, Kubernetes, Git, CI/CD, Data Lake, Streaming, Big DataAlso working on AI agent for intelligent monitoring and predictive maintenance of telecommunications network infrastructure.- Built a ReAct-based analytics module for BTS site KPI analysis, leveraging LLM reasoning and tool-calling capabilities to automate diagnostic and insight generation- Implemented a RAG pipeline using embeddings and vector search to enhance contextual understanding and improve response accuracy- Integrated Langfuse for observability, tracing, and performance monitoring of LLM-based workflows- Exposed the AI agent through a scalable REST API layer using FastAPI to enable system integration and external access- Designed and developed a modern, scalable web interface using Next.js for real-time interaction with the AI agentEnvironment: Machine Learning, Deep Learning, NLP, LLM, Retrieval-Augmented Generation (RAG), Embeddings, LangChain, LangGraph, Langfuse, Ollama, Milvus, Streamlit, FastAPI, Prompt Engineering
- YAS TOGOAI & Big Data Engineer InternDIGITAL AND ITMay 2025 - October 2025 (5 months)Lomé, MA, TogoWorked on AI model development and end-to-end data pipeline engineering- Master’s thesis: Design and implementation of an intelligent assistant capable of conversation, making recommendations and taking action- Development and training of artificial intelligence models- Implementation of ETL data pipelines for data processing and integration- Automation and orchestration of data reporting workflows- Monitoring and maintenance of ETL pipelines to ensure reliability and performance
- TECHNOLOGY & BUSINESSIT TechnicianDIGITAL AND ITMarch 2023 - September 2025 (2 years and 6 months)Lomé, MA, TogoSoftware Development, AI & Digital Solutions•Developed a School Management Information System using Angular and Node.js•Built a Deep Learning-based model for automatic PDF document title extraction•Contributed to the implementation of an Electronic Document Management (EDM) system•Developed an online electronic document signing platform using Angular•Applied Agile Scrum methodologies for project planning and delivery•Completed professional training in Cloud Computing (OVHcloud)•Certified training program in Data Analysis
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Education
- Master’s Degree - Artificial Intelligence & Big DataJoint program between Ecole Polytechnique de Lomé (EPL) and Université de Technologie de Belfort-Montbéliard (UTBM), France2025
- Bachelor’s Degree - Software EngineeringEcole Polytechnique de Lomé (EPL)2023Licence
Certifications
- Astronomer Certification for Apache Airflow 3 FundamentalsAstronomer2025