A Data professional looking for opportunities in Data Engineering, Software Engineering, Cloud Engineering.
Aktualisiert am 31.05.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 31.05.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Python
SQL
Azure
AWS
ETL
TensorFlow
Git
REST
Agile Softwareentwicklung
German
B1/B2 (Intermediate)
English
C1 (Advanced)
Hindi
C2 (Native)
Gujarati
C2 (Native)

Einsatzorte

Einsatzorte

Deutschland, Österreich
möglich

Projekte

Projekte

5 months
2023-02 - 2023-06

Master Thesis

  • Assessed 15+ models for cryptocurrency price forecasting, including Statistical, Ensemble and Neural Network models, demonstrating expertise in time series analysis and model selection
  • Enhanced RMSE accuracy by 16.3% through GRU architecture implementation over LSTM, utilizing TensorFlow, Keras, sklearn, XGBoost and Light-GBM using supervised learning
  • Managed 5GB+ data in MySQL Database, performing API data collection, data preprocessing, and feature engineering
  • Optimized model performance through strategic feature selection using Recursive Feature Elimination (RFE) and hyperparameter tuning via Grid search
DATANOMIQ GmbH
Berlin
7 months
2022-07 - 2023-01

Implemented NLP to enhance content relevance

Data Engineer
Data Engineer
  • Achieved 10,000+ visits within initial 7 days of a web application launch tracking job skills trends by establishing a robust CI/CD pipeline on Azure using Terraform and GitHub Actions, YAML
  • Led ETL/ELT pipeline development, administering MySQL and MSSQL databases, and implemented serverless computing with Azure Functions and Azure Data Factory
  • Implemented NLP to enhance content relevance, resulting in a 20% increase in the company?s marketing reach using spaCy and Huggingface
  • Facilitated seamless project execution through cross-functional collaboration
DATANOMIQ GmbH
Berlin
4 months
2022-03 - 2022-06

Developed a Full Stack web application for renewable energy analysis

Data Science
Data Science
  • Developed a Full Stack web application for renewable energy analysis, reducing loading times and enhancing overall user experience using Python, Streamlit, SQLite, SQLAlchemy
  • Analyzed renewable energy data for 20 countries, presented insights through interactive Plotly charts, and improved data visualization efficiency, reducing data interpretation time by 50%
  • Engineered a real-time prediction model for CO2 levels using sklearn, integrating live data streams via REST APIs and RSS feed
DATANOMIQ GmbH
Berlin

Aus- und Weiterbildung

Aus- und Weiterbildung

1 month
2024-03 - 2024-03

Apache Airflow: with AWS, Spark, Kubernetes, Docker

Udemy
Udemy
  • Production Grade Data pipelines with Airflow, scaling Airflow with the Local, Celery and Kubernetes Executors, Monitoring with Elasticsearch and Grafana, Mastering DAGs with timezones, unit testing, backfill and catchup
1 month
2023-09 - 2023-09

Google IT Support Professional Specialization

Google
Google
  • Computer architecture, Linux, Virtual Machines, Computer networking, Package and software management, Resource monitoring, Systems administration, Implementing/managing directory services
2 years 5 months
2021-02 - 2023-06

General Technology Management

M.B.A., GPA:1.8, Fachhochschule des Mittelstandes, Berlin
M.B.A., GPA:1.8
Fachhochschule des Mittelstandes, Berlin
  • Software Development, , Data Structures and Algorithms, Object Oriented Programming, Data Management and Warehousing Analytics, Web Development, Cloud Computing, Data Modeling, Machine Learning, Model Development and Deployment
1 month
2022-12 - 2022-12

Machine Learning Specialization

DeepLearning.AI
DeepLearning.AI
  • Supervised Learning, Logistic Regression, Artificial Neural Networks, Linear Regression, Decision Trees, Unsupervised Learning, Recommender Systems, Clustering, Anomaly Detection, Deep Reinforcement Learning
4 years
2015-06 - 2019-05

Mechanical Engineering

Bachelor?s, A.D. Patel Institute of Technology, Gujarat, India
Bachelor?s
A.D. Patel Institute of Technology, Gujarat, India

Kompetenzen

Kompetenzen

Top-Skills

Python SQL Azure AWS ETL TensorFlow Git REST Agile Softwareentwicklung

Produkte / Standards / Erfahrungen / Methoden

Technical Skills:

Machine Learning & Data Science

  • Natural Language processing(NLP)
  • ETL/ELT
  • Statistics
  • Feature engineering
  • Data visualization


Python packages and frameworks

  • TensorFlow
  • Keras
  • Flask
  • NumPy
  • pandas
  • sklearn
  • matplotlib
  • seaborn
  • Plotly
  • spaCy
  • Beautiful Soup


Cloud

  • Microsoft Azure (Azure functions, Azure MSSQL, Azure Data Factory)
  • AWS


Other

  • Terraform
  • Docker
  • Batch Scripting
  • Git
  • REST APIs

Programmiersprachen

Python
C++
SQL
HTML
CSS

Einsatzorte

Einsatzorte

Deutschland, Österreich
möglich

Projekte

Projekte

5 months
2023-02 - 2023-06

Master Thesis

  • Assessed 15+ models for cryptocurrency price forecasting, including Statistical, Ensemble and Neural Network models, demonstrating expertise in time series analysis and model selection
  • Enhanced RMSE accuracy by 16.3% through GRU architecture implementation over LSTM, utilizing TensorFlow, Keras, sklearn, XGBoost and Light-GBM using supervised learning
  • Managed 5GB+ data in MySQL Database, performing API data collection, data preprocessing, and feature engineering
  • Optimized model performance through strategic feature selection using Recursive Feature Elimination (RFE) and hyperparameter tuning via Grid search
DATANOMIQ GmbH
Berlin
7 months
2022-07 - 2023-01

Implemented NLP to enhance content relevance

Data Engineer
Data Engineer
  • Achieved 10,000+ visits within initial 7 days of a web application launch tracking job skills trends by establishing a robust CI/CD pipeline on Azure using Terraform and GitHub Actions, YAML
  • Led ETL/ELT pipeline development, administering MySQL and MSSQL databases, and implemented serverless computing with Azure Functions and Azure Data Factory
  • Implemented NLP to enhance content relevance, resulting in a 20% increase in the company?s marketing reach using spaCy and Huggingface
  • Facilitated seamless project execution through cross-functional collaboration
DATANOMIQ GmbH
Berlin
4 months
2022-03 - 2022-06

Developed a Full Stack web application for renewable energy analysis

Data Science
Data Science
  • Developed a Full Stack web application for renewable energy analysis, reducing loading times and enhancing overall user experience using Python, Streamlit, SQLite, SQLAlchemy
  • Analyzed renewable energy data for 20 countries, presented insights through interactive Plotly charts, and improved data visualization efficiency, reducing data interpretation time by 50%
  • Engineered a real-time prediction model for CO2 levels using sklearn, integrating live data streams via REST APIs and RSS feed
DATANOMIQ GmbH
Berlin

Aus- und Weiterbildung

Aus- und Weiterbildung

1 month
2024-03 - 2024-03

Apache Airflow: with AWS, Spark, Kubernetes, Docker

Udemy
Udemy
  • Production Grade Data pipelines with Airflow, scaling Airflow with the Local, Celery and Kubernetes Executors, Monitoring with Elasticsearch and Grafana, Mastering DAGs with timezones, unit testing, backfill and catchup
1 month
2023-09 - 2023-09

Google IT Support Professional Specialization

Google
Google
  • Computer architecture, Linux, Virtual Machines, Computer networking, Package and software management, Resource monitoring, Systems administration, Implementing/managing directory services
2 years 5 months
2021-02 - 2023-06

General Technology Management

M.B.A., GPA:1.8, Fachhochschule des Mittelstandes, Berlin
M.B.A., GPA:1.8
Fachhochschule des Mittelstandes, Berlin
  • Software Development, , Data Structures and Algorithms, Object Oriented Programming, Data Management and Warehousing Analytics, Web Development, Cloud Computing, Data Modeling, Machine Learning, Model Development and Deployment
1 month
2022-12 - 2022-12

Machine Learning Specialization

DeepLearning.AI
DeepLearning.AI
  • Supervised Learning, Logistic Regression, Artificial Neural Networks, Linear Regression, Decision Trees, Unsupervised Learning, Recommender Systems, Clustering, Anomaly Detection, Deep Reinforcement Learning
4 years
2015-06 - 2019-05

Mechanical Engineering

Bachelor?s, A.D. Patel Institute of Technology, Gujarat, India
Bachelor?s
A.D. Patel Institute of Technology, Gujarat, India

Kompetenzen

Kompetenzen

Top-Skills

Python SQL Azure AWS ETL TensorFlow Git REST Agile Softwareentwicklung

Produkte / Standards / Erfahrungen / Methoden

Technical Skills:

Machine Learning & Data Science

  • Natural Language processing(NLP)
  • ETL/ELT
  • Statistics
  • Feature engineering
  • Data visualization


Python packages and frameworks

  • TensorFlow
  • Keras
  • Flask
  • NumPy
  • pandas
  • sklearn
  • matplotlib
  • seaborn
  • Plotly
  • spaCy
  • Beautiful Soup


Cloud

  • Microsoft Azure (Azure functions, Azure MSSQL, Azure Data Factory)
  • AWS


Other

  • Terraform
  • Docker
  • Batch Scripting
  • Git
  • REST APIs

Programmiersprachen

Python
C++
SQL
HTML
CSS

Vertrauen Sie auf GULP

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