Data Scientist & AI Engineer

Reebal Sami

Transforming data into intelligent solutions

Combinando 5 años de experiencia en finanzas corporativas con habilidades de vanguardia en IA/ML. Construyendo soluciones inteligentes de principio a fin.

Quién soy

Sobre mí

Científico de datos e ingeniero de IA combinando 5 años de experiencia en finanzas corporativas (Otto Group) con habilidades de IA/ML de vanguardia. Candidato a M.Sc. en Data Science & IA en FH Wedel.

Entrega probada de principio a fin — desde pipelines multi-agente para ventas B2B hasta detección de salud vegetal con deep learning. Construyo soluciones inteligentes con impacto empresarial medible.

Lo que me diferencia

Negocio × Datos

5 años en Otto Group en finanzas corporativas, ahora combinando visión empresarial con ingeniería de IA/ML.

Constructor integral

Del concepto al MVP — pipeline multi-agente B2B con reducción del 53% de carga de trabajo.

Multilingüe

Alemán (C1), inglés (fluido), árabe (nativo), español (elemental), francés (elemental).

Candidato a M.Sc.

Data Science & IA en FH Wedel — deep learning, NLP, visión por computador, econometría.

Trayectoria profesional

2025 – 2026

Data Scientist (Working Student)

Datalogue GmbH

Building multi-agent AI systems for B2B sales. Delivered pipeline reducing manual workload by 53%.

2023 – 2026

M.Sc. Data Science & Artificial Intelligence

FH Wedel

Focus on deep learning, NLP, computer vision, and econometrics. Thesis on multi-agent systems.

2022 – 2023

Data Science Bootcamps

neuefische & Le Wagon

Intensive training in Python, ML, deep learning, and data engineering. Career transition from finance.

2017 – 2022

Financial Analyst / Controller

Otto Group

5 years in corporate finance — budgeting, reporting, and process automation. Built foundation for data-driven thinking.

2015 – 2017

Au-Pair & Language Studies

Hamburg, Germany

Moved to Germany. Learned German (C1), integrated into Hamburg culture, and explored career options.

2010 – 2014

B.Sc. Banking & Finance

Damascus University, Syria

Studied economics, banking, and financial analysis. First professional experience in banking sector.

Stack tecnológico

Languages

PythonTypeScriptJavaScriptSQLR

AI / ML

PyTorchscikit-learnHugging FaceLangChainOpenAI APIRAGComputer VisionNLP

Frameworks

Next.jsReactFastAPIStreamlitSpring Boot

Cloud & DevOps

AWSGCPDockerGitHub ActionsCDK

Databases & Tools

PostgreSQLMongoDBRedisPinecone

Tools

GitJupyterPandasTailwind CSSPlaywright

Descargar CV

Trabajos seleccionados

Proyectos

B2B Sales Lead Pipeline

Multi-agent AI system automating B2B lead generation and qualification with LLMs.

53% workload reduction

PythonStreamlitLangChainOpenAI+1

Urban Farming Plant Health

Deep learning system for automated plant disease detection using Vision Transformers.

Automated detection

PyTorchVision TransformerCNNGradCAM+1

Bankruptcy Early Warning

Econometric analysis and ML models for early bankruptcy prediction in German companies.

Seminar, FH Wedel

XGBoostRandom ForestLogistic RegressionPython+1

Biotech Regulatory RAG

RAG-powered compliance tool for navigating biotech regulatory documents with LLMs.

Compliance tool

RAGLangChainVector DBOpenAI+1

OTTO Recommender System

Multi-objective recommendation engine using Word2Vec and co-visitation for e-commerce.

Multi-objective optimization

Word2VecCo-VisitationGCPPython+1

MyRecipes App

Full-stack recipe management app with AI-powered recipe suggestions.

Full-stack + AI

JavaSpring BootReactMongoDB+1

Pensamientos y tutoriales

Blog

Building Multi-Agent AI Systems for B2B Sales

How I built a multi-agent pipeline that reduced manual workload by 53% using LangChain, OpenAI, and Streamlit.

1 abr 20262 min read

AILangChainMulti-AgentPython

Ponte en contacto

Contacto

Contacto directo

contact@reebal-sami.com