Marjan Nobakht
Saarbrücken
Summary
Data Scientist with extensive experience in leading diverse projects across sectors, driven by a passion for developing predictive models that address critical real-world challenges. Possessing a robust background in artificial intelligence and machine learning, I excel in applying these competencies to complex problem-solving. My professional toolkit includes expert-level proficiency in programming, a strong ability to innovate under pressure, and a proven track record of delivering actionable insights through sophisticated data analysis. My expertise extends to deploying large language models like ChatGPT for practical applications in contract management and risk analysis, ensuring that strategic objectives are met with precision and advanced technological acumen.
Overview
9
9
years of professional experience
9
9
years of post-secondary education
3
3
Languages
Work History
Artificial Intelligence Engineer
Service Control XE
12.2023 - Current
- Design, develop, and deploy AI models specialized in the analysis and interpretation of legal contracts.
- Apply advanced NLP techniques and large language models (LLLMs) to extract, classify, and analyze key contract elements and clauses.
- Implement risk analysis algorithms to identify potential legal and financial risks in contracts.
- Collaborate with product development teams to integrate AI capabilities into contract management software, ensuring seamless user experiences.
- Work closely with stakeholders to understand client needs and tailor AI solutions that improve contract lifecycle management.
- Conduct ongoing research and development to stay at the forefront of AI technology, focusing on its application in legal contexts.
- Provide expert guidance and support for AI model training, tuning, and performance evaluation.
Data Scientist
Strategion GmbH
04.2021 - Current
- Implemented advanced models to identify and address system anomalies, enhancing performance.
- Utilized Azure for data querying, visualization, and analytics, effectively managing complex datasets.
- Implemented a Pyspark project for efficient big data processing and analysis, utilizing distributed computing capabilities.
- Applied advanced NLP techniques for data extraction and analysis, bolstering data-driven decision-making.
- Streamlined the process of moving data science models from development to production using OpenShift.
- Ensured adherence to data sovereignty regulations in data storage, processing, and transfer.
- Created a system to organize and manage data assets, improving data usability and discovery by Data Catalog.
- Led a project on federated learning to enhance the privacy and security of machine learning models.
- Worked with stakeholders to align data science initiatives with business objectives and effectively communicated data analysis results.
Software Developer
Natif ai
10.2020 - 03.2021
- Develop methods for NLP and computer vision.
- Improve transparency and performance of OCR technology
Marketing Data Analyst
Novin Iranian
08.2015 - 08.2017
- Initiated market research studies and analyzed findings.
- Reviewed marketing department's monthly analysis of customer acquisition data and campaign performance and made recommendations for improvement.
- Assessed KPIs to achieve in-depth understanding of campaign performance.
- Reported performance and ROI of campaign media.
Education
Master of Science - Bioinformatics
Universität Des Saarlandes
Saarbrücken,Germany 10.2017 - 07.2021
Master of Science - Information Technology
Guilan University
Rasht,Iran 10.2012 - 10.2014
Bachelor of Science - Computer Engineering
Karaj University
Karaj, Iran 10.2007 - 06.2011
Skills
Python
Data Analysis Libraries
Django
Pyspark
Kubernetes
Openshift
Machine Learning
Dagster
PostgreSQL
InfluxDB
Kafka
Power BI
NLP Libraries
Mlflow
DVC
R
Language model APIs
Azure
Hugging Face Transformers
Timeline
Artificial Intelligence Engineer
Service Control XE
12.2023 - Current
Data Scientist
Strategion GmbH
04.2021 - Current
Software Developer
Natif ai
10.2020 - 03.2021
Master of Science - Bioinformatics
Universität Des Saarlandes
10.2017 - 07.2021
Marketing Data Analyst
Novin Iranian
08.2015 - 08.2017
Master of Science - Information Technology
Guilan University
10.2012 - 10.2014
Bachelor of Science - Computer Engineering
Karaj University
10.2007 - 06.2011