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Dieser Freelancer hat angegeben, Vollzeit verfügbar zu sein, hat dies aber seit mehr als 7 Tagen nicht mehr bestätigt.
Standort und Mobilität
- Standort
- Frankfurt am Main, Deutschland
- Ist bereit bei Ihnen im Büro zu arbeiten, in
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- Frankfurt am Main und im Umkreis von 50km
- Berlin und im Umkreis von 100km
- München und im Umkreis von 100km
- Hamburg und im Umkreis von 100km
- Frankfurt am Main und im Umkreis von 100km
- Stuttgart und im Umkreis von 100km
Projektpräferenzen
- Projektdauer
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- 3 bis 6 Monate
- ≥ 6 Monate
Checkliste
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Sprachen
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Deutsch
Verhandlungssicher
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Englisch
Muttersprachlich oder zweisprachig
Kategorien
Fähigkeiten (25)
- BigData
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- Data Science
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- Databases
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- Cloud
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- Languages
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Pouyan in wenigen Worten
- Innovative data expert with 10+ years of project experience in architecture, implementation, and deployment of big data & analytics solutions in business environments resulting 10+ software platforms, 10 publications, and over 5 million dollars in company revenues.
- Highly detail-oriented data & AI solution architect leveraging domain knowledge, data analytics, effective communication, and data story-telling skills to generate actionable business insights across energy, aviation, automotive, life sciences & pharmaceutical, sales and marketing, and human resources industries.
Portfolio
Projekt- und Berufserfahrung
Global Pharmaceutical & Biotech Company
Biotechnologie
Lead MLOps Engineer - Als Freelancer
for development of enterprise MLOps framework
- End-to-end Deployment of ML models in production environment using a selfdeveloped MLOps framework
- Design & architecture of a cloud-based MLOps framework optimizing for automation of machine learning workflows, integration with enterprise data lakes,
user-friendliness, and security
- Technologies used: AWS Sagemaker, AWS Lambda, AWS Eventbridge, Python,
Machine Learning, Apache Airflow, MLFlow
Global Chemical Company
Chemie
Senior Data Engineer - Als Freelancer
- Technologies used: Python, Unit testing, Docker, Xarray, Dask, Bitbucket, CI/CD,
AWS (EC2, S3, Parameter Store)
Global Transportation & Mobility Company
Transportwesen
Lead Data Scientist & Cloud Data Architect - Als Freelancer
- Development & deployment of dynamic pricing solution in Azure cloud infrastructure
- Conducting data migration from on premise to Azure Synapse environment
- Technologies used: Azure Synapse, Snowflake, Azure Data Factory, Azure Blob,
Azure Kubernetes Service, Azure Data Lake Storage, AzCopy, Python, Pyspark,
Tableau, K-means Clustering, MLOps, CI/CD
Global Energy Company
Energie
Lead Data Scientist & Data Engineer - Als Freelancer
on IoT data on AWS cloud infrastructure
- Development & deployment of a streaming ETL pipeline for IoT sensor data used
for data visualization and machine learning based on AWS infrastructure
- Conducting visual analytics activities on big data from maintenance & sales capabilities using Power BI, Plotly and Python
- Definition of reference cloud architecture for predictive analytics use cases in
AWS
- Technologies used: AWS Sagemaker, AWS Lambda, AWS Glue, AWS DynamoDB,
AWS Athena, AWS S3, AWS RDS. AWS Cloud9, Python, Machine Learning,
XGBoost, Plotly, Power BI, MLOps, MySQL, CI/CD
Global Biotech Company,
Biotechnologie
Lead Data Strategy & Architecture Consultant - Als Freelancer
identifying the functional and process gaps in the client’s big data infrastructure.
- Requirement engineering and conducting stakeholder interviews multiple interviews and workshops with 25+ stakeholders across the organization.
- Conducting gap analysis and defining the long-term big data strategy roadmap.
- Definition and prioritization of actionable recommendations for the client’s digital transformation strategy including predictive analytics use cases.
HR-tech Startup
Digitalagenturen & IT-Consulting
Product Manager, Lead Data Scientist & NLP Engineer - Als Freelancer
of talents using NLP based on unstructured data.
- Technologies used: Python, Scala, SpaCy, NLTK, MongoDB, MariaDB, D3.JS, Javascript, MapReduce, Spark, Azure, Databricks, Snowflake, MLOps, CI/CD
Global Pharmaceutical Company
Pharmazeutische Industrie
Senior Data Scientist & NLP Engineer - Als Freelancer
- Architecture & implementation of big data analytics pipeline deploying natural
language processing models and integrating cloud analytics pipelines (including
AWS) with existing big data infrastructure of the client
- Involved in solution & big data architecture, product management, user experience desig, business analysis, and project management tasks.
- Developing an end-to-end visual analytics dashboard for semantic analytics use
case.
- Technologies used: Python, Java, Scala, Apache Spark, HDFS, Kafka, Docker, AWS,
Azure, Google Cloud, RESTful API, Apache Solr, PosgreSQL, Dexi.io, Prodigy,
Spacy, Tensorflow, pyTorch, D3.JS, Highcharts, Jenkins, PyCharm, Bitbucket, Jira,
Confluence.
Publicis Sapient - Publicis
Digitalagenturen & IT-Consulting
Senior Data Scientist
in a performance marketing campaign using time series analysis. Technologies
Used: Python, XGBoost, Azure (Data Lake Storage, Azure Data Factory, SQL DB,
App Service), Plotly/Dash, Jira, Confluence
- Development and maintenance of marketing analytics dashboard for global
automotive company using Tableau and PowerBI.
-Business development: designing of algorithmic trading platform for European
energy company, Analysis of industry trends and AI & analytics use cases in cloud
computing
Accenture
Digitalagenturen & IT-Consulting
Applied Intelligence Consultant
- Human resources analytics for global information technology services com-pany: developing a framework for tracking user behavior and digital analytics for a HR talent search engine using technologies: Azure, Kubernetes, Python, ETL, SQL, Restful API, Flask, Machine Learning
- Financial analytics for European financial institution: developing a finance dashboard for the visualization of historical trends along with forecasted trends of economic KPIs: R Shiny, Machine Learning.
- RfP response preparation for European railway company: business develop activity leading to the winning bid involving: use case definition, algorithm design using machine learning and advanced analytics, research, project plan-ning.
- Big data architecture planning for global life sciences company: strategic planning, big data architecture, project management.
- Business analysis for global aviation company: use case identification, re-search, business requirements analysis, aviation industry analysis.
- Industry analysis for the assessment of the digital transformation maturity of Swiss companies using technologies machine learning and visual analytics technologies like: Python, R, Tableau.
Why Apply
Personalwesen
Data Scientist & NLP Engineer - Als Freelancer
The SaaS Co.
Digitalagenturen & IT-Consulting
Data Engineer
TU Dresden
Forschung
PhD Researcher
- Resulted in 3 academic publications in renowned academic journals and con-ferences.
- Managed a team of 5 scientific staff for acquisition of big data (~100,000 en-tries) from more than 120 participants in consumer behavior study.
- Strong presentation skills with expertise in training over 150 university stu-dents for programming, statistical thinking, data-driven approach.
University-klinikum Tübingen
Medizin
VR Technology Specialist & Data Analyst
- Data analysis and data acquisition for robotics and virtual reality projects: conducting data acquisition and data preparation for large scale EU projects concerning robotics using virtual reality and motion capture technologies like: Adobe Motion builder, Vicon Nexus, Ogre3D.
- Software framework for real-time analysis of human physiological data: de-veloping a software framework for real-time tracking and visualization of hu-man physiological data using ECG. Technologies used: C++, MATLAB, ECG, sig-nal processing.
- Automated data pipeline for tracking and visualization of hand movements: virtual reality framework applied in movement rehabilitation. Technologies used: C++, Ogre3d, TCP/IP.
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Ausbildung & Abschlüsse
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B.Sc. Information Technology
Sharif University of Technology
2012 -
M.Sc. in Neural Information Processing
University of Tübingen
2014 -
Ph.D. in Computational Intelligence
TU Dresden
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