Summary
Overview
Work History
Education
Skills
Timeline
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Marjan Nobakht

Marjan Nobakht

AI Expert
Saarbrücken

Summary

Data Scientist with a specialized focus in Artificial Intelligence and Machine Learning, leading transformative projects that address critical real-world challenges across diverse sectors. My expertise is deeply rooted in developing and deploying predictive models and intelligent systems that enhance decision-making and operational efficiencies. I am proficient in using advanced AI techniques such as Large Language Models (LLM) and Natural Language Processing (NLP) to develop robust solutions for contract management and risk analysis. My professional skill set is further enhanced by expert-level programming abilities, innovative problem-solving under pressure, and delivering data-driven insights that drive strategic outcomes. This blend of technical prowess and practical application ensures I consistently achieve strategic objectives with advanced technological solutions.

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
  • Spearhead the design, development, and deployment of sophisticated artificial intelligence models, specifically tailored for the nuanced analysis and interpretation of legal documents.
  • Apply state-of-the-art natural language processing techniques and leverage large language models to meticulously extract, categorize, and scrutinize critical features and clauses within contracts.
  • Engineer and implement robust algorithms for comprehensive risk analyses to identify and evaluate potential legal and financial vulnerabilities in contractual agreements.
  • Collaborate integrally with product development teams to seamlessly embed AI functionalities into contract management systems, enhancing user interaction and efficiency.
  • Lead pioneering research and development initiatives focused on the application of artificial intelligence in legal contexts, continuously updating and applying cutting-edge knowledge to enhance AI model efficacy.
  • Provide authoritative guidance and technical support throughout the AI model training, tuning, and performance evaluation processes to ensure optimal effectiveness and precision.

Data Scientist

Strategion GmbH
04.2021 - 12.2023
  • 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
10.2017 - 07.2021

Master of Science - Information Technology

Guilan University
10.2012 - 10.2014

Bachelor of Science - Computer Engineering

Karaj University
10.2007 - 06.2011

Skills

  • Data Analysis Libraries

  • LLM

  • Django

  • Pyspark

  • Kubernetes

  • Openshift

  • 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 - 12.2023

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

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Marjan NobakhtAI Expert