An experienced data scientist, proficient in harnessing machine and deep learning methods and data engineering.
Aktualisiert am 01.07.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 15.05.2024
Verfügbar zu: 100%
davon vor Ort: 100%
machine learning
deep learning
data analyst
docker
Git
Anaconda
Pycharm
MLOps
MlFlow
python libraries for ML
Docker
Grafana
AWS
powerBI
Python
Java
C++
SQL
C
R Mysql
AWS Athena
API with Flask
Scrum
English
Native fluency
Hindi
Native fluency
Telugu
Native fluency
German
A2

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

1 year 10 months
2021-11 - 2023-08

Implemented neural network-based solutions (MLPs)

Data Scientist
Data Scientist
  • Led development of an AWS-deployed, scalable, minimum viable product (MVP) using ML and CI/CD through a data extraction pipeline.
  • Implemented neural network-based solutions (MLPs) for machine predictive maintenance.
  • Delivered high-impact solutions to customers through exploratory data analysis (EDA)
Hörmann Digital GmbH, München
2 years 4 months
2019-06 - 2021-09

Microstructure characterisation

Research Assistant
Research Assistant
  • Identification of stress and strain in various materials using regression and Linear Discriminant Analysis doi: 10.3390/ma14185258
  • Microstructure characterisation in the context of reactor safety is performed using generative models (GANs) for data augmentation, and PCA for dimensionality reduction, feature identification from spectral data, and noise removal.
Fraunhofer IZFP, Saarbrücken
1 year 2 months
2015-08 - 2016-09

Java application development for enterprise content management

Software Engineer
Software Engineer
  • Implemented and successfully deployed file versioning functionality in Alfresco (full-stack dev tool)
Hyderabad, Tech Mahindra

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 1 month
2018-10 - 2021-10

Infomatik (Specialisation: Machine learning and Computer vision)

Master of Science, Universität des Saarlandes, Saarbrücken
Master of Science
Universität des Saarlandes, Saarbrücken
  • (Grade: 2.1/4)
  • Thesis: on Request
  • Mini project: Deep learning-based (CNNs) human emotion detection
  • Relevant courses: Neural network implementation and application; Artificial intelligence; Human-computer interaction; High-level computer vision
    • Ungraded: Statistics with R; Element of Statistical Learning
3 years 9 months
2011-09 - 2015-05

Computer Science and Engineering

Bachelor of Technology, Jawaharlal Nehru Technical University, Hyderabad, India
Bachelor of Technology
Jawaharlal Nehru Technical University, Hyderabad, India

Kompetenzen

Kompetenzen

Top-Skills

machine learning deep learning data analyst docker Git Anaconda Pycharm MLOps MlFlow python libraries for ML Docker Grafana AWS powerBI Python Java C++ SQL C R Mysql AWS Athena API with Flask Scrum

Produkte / Standards / Erfahrungen / Methoden

Profile

I am: An experienced data scientist, proficient in harnessing machine and deep learning methods and data engineering. Effective in visualisation and communication of technically intricate reports to stakeholders. Skilled at fostering cross-functional collaboration to facilitate data-informed decision-making processes.

Skills
Web Dev

  • HTML
  • CSS
  • API with Flask


Project Mgmt.

  • Scrum, Agile and waterfall

ML Tools
  • Git
  • Anaconda
  • Pycharm
  • MLOps
  • MlFlow
  • python libraries for ML
  • Docker
  • Grafana
  • AWS
  • powerBI

Programmiersprachen

Python
Java
C++
SQL
C
R

Datenbanken

Mysql
AWS Athena

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

1 year 10 months
2021-11 - 2023-08

Implemented neural network-based solutions (MLPs)

Data Scientist
Data Scientist
  • Led development of an AWS-deployed, scalable, minimum viable product (MVP) using ML and CI/CD through a data extraction pipeline.
  • Implemented neural network-based solutions (MLPs) for machine predictive maintenance.
  • Delivered high-impact solutions to customers through exploratory data analysis (EDA)
Hörmann Digital GmbH, München
2 years 4 months
2019-06 - 2021-09

Microstructure characterisation

Research Assistant
Research Assistant
  • Identification of stress and strain in various materials using regression and Linear Discriminant Analysis doi: 10.3390/ma14185258
  • Microstructure characterisation in the context of reactor safety is performed using generative models (GANs) for data augmentation, and PCA for dimensionality reduction, feature identification from spectral data, and noise removal.
Fraunhofer IZFP, Saarbrücken
1 year 2 months
2015-08 - 2016-09

Java application development for enterprise content management

Software Engineer
Software Engineer
  • Implemented and successfully deployed file versioning functionality in Alfresco (full-stack dev tool)
Hyderabad, Tech Mahindra

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 1 month
2018-10 - 2021-10

Infomatik (Specialisation: Machine learning and Computer vision)

Master of Science, Universität des Saarlandes, Saarbrücken
Master of Science
Universität des Saarlandes, Saarbrücken
  • (Grade: 2.1/4)
  • Thesis: on Request
  • Mini project: Deep learning-based (CNNs) human emotion detection
  • Relevant courses: Neural network implementation and application; Artificial intelligence; Human-computer interaction; High-level computer vision
    • Ungraded: Statistics with R; Element of Statistical Learning
3 years 9 months
2011-09 - 2015-05

Computer Science and Engineering

Bachelor of Technology, Jawaharlal Nehru Technical University, Hyderabad, India
Bachelor of Technology
Jawaharlal Nehru Technical University, Hyderabad, India

Kompetenzen

Kompetenzen

Top-Skills

machine learning deep learning data analyst docker Git Anaconda Pycharm MLOps MlFlow python libraries for ML Docker Grafana AWS powerBI Python Java C++ SQL C R Mysql AWS Athena API with Flask Scrum

Produkte / Standards / Erfahrungen / Methoden

Profile

I am: An experienced data scientist, proficient in harnessing machine and deep learning methods and data engineering. Effective in visualisation and communication of technically intricate reports to stakeholders. Skilled at fostering cross-functional collaboration to facilitate data-informed decision-making processes.

Skills
Web Dev

  • HTML
  • CSS
  • API with Flask


Project Mgmt.

  • Scrum, Agile and waterfall

ML Tools
  • Git
  • Anaconda
  • Pycharm
  • MLOps
  • MlFlow
  • python libraries for ML
  • Docker
  • Grafana
  • AWS
  • powerBI

Programmiersprachen

Python
Java
C++
SQL
C
R

Datenbanken

Mysql
AWS Athena

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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