26.10.2025 aktualisiert

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100 % verfügbar

Data Scientist/Data engineer with expertise in Machine Learning and AI

Muenchen, Deutschland
Weltweit
MSc: Molecular Neurobiology
Muenchen, Deutschland
Weltweit
MSc: Molecular Neurobiology

Profilanlagen

Aysel_Jafarova_CV_Eng.pdf

Skills

Künstliche IntelligenzAlgorithmusAmazon Web ServicesData AnalysisKünstliche Neurale NetzwerkeBig DataImmunologieCloud ComputingComputerprogrammierungDatenvisualisierungWeb EntwicklungDistributed ComputingElasticsearchImmunfluoreszenzForecastingR (Programmiersprache)PythonMachine LearningMolekular- und ZellbiologieMongodbNatural Language ProcessingNeurowissenschaftenVisualisierungTransformerSentiment DetectionSoftwareentwicklungSQLStatistikenText MiningZeitreihenanalyseProphetLarge Language ModelsDeep LearningGitPandasMatplotlibContainerisierungGPTSoftware Version ControlDocker
Machine Learning and AI
Advanced knowledge in developing and deploying machine learning models, deep learning, and large language models (LLMs). Experience with various algorithms and frameworks including BERT, GPT, and neural networks.

Data Analysis and Visualization
Proficiency in data analysis techniques, statistical modeling, and data visualization using tools like Python, R, SQL, and specialized libraries such as Pandas, Seaborn, and Matplotlib.

Programming and Software Development
Advanced skills in Python programming, with experience in developing web applications using frameworks like Dash and Streamlit. Familiarity with containerization using Docker and version control with Git. 
NoSQL, MongoDB, Neo4j, Apache Kafka, Airflow, FASTApi, Flask, Java
ETL ELT

Bioinformatics and Molecular Biology
Background in cell biology, neurobiology, and immunology techniques. Experience with flow cytometry, immunofluorescence, and molecular analysis methods.

Cloud Computing and Big Data
Knowledge of cloud platforms like AWS and big data technologies such as Spark, Hadoop, Snowflake. Familiarity with distributed computing frameworks.

Natural Language Processing
Experience in NLP techniques including sentiment analysis, text mining, and word embeddings. Worked on projects involving language models and transformers.

Time Series Analysis
Proficiency in time series forecasting using various algorithms like ARIMA, Prophet, and deep learning models for predicting trends and patterns.
 

Sprachen

DeutschverhandlungssicherEnglischverhandlungssicherTürkischMuttersprache

Projekthistorie

ML Engineer

Freelance

Data Scientist

Banex Consulting
Collaborating on projects involving insurance claims data and renewable energy sector. Constructing scalable machine learning systems, deep learning and Generative AI applications. Creating processes for monitoring and analyzing model performance.

Research Associate

Eurofins Biopharma Product Testing
Conducted in-vitro assays for biosimilar drug development, performed cell biological immunological assays, and data visualization using Graphpad Prism. Created SOPs and participated in client meetings.

Zertifikate

Data Science

Sorbonne University

2024

Deep learning with Keras

Datascientest.com

2023

Machine learning with Pyspark

Datasceintest

2023


Portfolio

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Customer-satisfacton

Analysis of customer sentiment and satisfaction from trustpilot reviews
https://customer-satisfaction.streamlit.app/
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Motor claims

Motor claims prediction model for risk assesment of the policyholders
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Motor Claims

Motor claims EDA
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AI vs Realtime art

Deep learning CNN Model for prediction AI generated vs real art images
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Time Series Analysis

Time series analysis of air passengers using Arima model

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