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Aziz TaktakAT
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Aziz Taktak

@aziztaktak

I build LLM applications, machine learning pipelines, and workflow automation systems.

Germany
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What I'm looking for

I'm looking to build production AI and LLM applications where I can own data pipelines, automation, backend integration, and reliable model deployment while working closely with engineering and business teams.

At Bosch Rexroth, I developed end-to-end machine learning pipelines for delivery delay forecasting, from large-scale operational data through API-based deployment into internal business systems.

I've built automation for data cleaning, transformation, feature engineering, and data-quality validation, alongside monitoring systems designed to keep production models reliable. I work closely with engineering teams and business stakeholders to turn requirements into AI-driven solutions.

At ALECOL, I built a graph neural network for a children's learning platform, modeling student, teacher, and parent relationships to predict psychological evaluation outcomes. By incorporating parental background as graph nodes, I surfaced signals that student-only data could not reveal and translated results into dashboards for educators.

I also build practical LLM systems, including a RAG knowledge assistant with embeddings, vector search, document ingestion, and backend APIs, plus credit-risk explainability and behavioral analytics platforms.

Experience

Work history, roles, and key accomplishments

AL

Data Scientist

ALECOL

Jul 2023 - Jun 2024 (11 months)

Designed and built a graph neural network to model relationships across a children's learning platform ecosystem, predicting psychological evaluation outcomes. Engineered end-to-end data pipelines and built dashboards for non-technical stakeholders.

ML

AI Engineer Intern

Medis Pharmaceutical Laboratories

Jun 2021 - Sep 2021 (3 months)

Built NLP-based conversational AI systems for automated text processing in a pharmaceutical R&D context. Designed preprocessing pipelines for unstructured text data and optimized model inference workflows.

Education

Degrees, certifications, and relevant coursework

ES

ESPRIT

Engineering Degree, Computer Science

2019 - 2025

Pursued an Engineering Degree in Computer Science from ESPRIT, focusing on software engineering and AI applications.

Tech stack

Software and tools used professionally

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