I am a data scientist. I have 8 years of experience in IT and business enterprise.
Aktualisiert am 30.07.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 30.07.2025
Verfügbar zu: 100%
davon vor Ort: 100%
Machine Learning
Künstliche Intelligenz
Artificial intelligence in healthcare
Communication
Time management
Stakeholdermanagement
Teaching
English
Fluent
Hindi
Native
German
B1 Pursuing

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr 11 Monate
2023-09 - 2025-07

Visualization to graduate students across formats

Adjunct Lecturer/Teacher Assistant - Data Science, Constructor
Adjunct Lecturer/Teacher Assistant - Data Science, Constructor
  • Taught AI, NLP, Data Mining, and Visualization to graduate students across formats.
  • Designed curricula, lectures, labs, and assessments aligned with academic standards.
  • Created hands-on projects to boost problem-solving and practical DS skills, reflected in a 20% increase in course project grades.
  • Led grading, mentoring, and performance feedback for ~90 students per term.
university
6 Monate
2024-06 - 2024-11

Medical Image Segmentation

Data Scientist
Data Scientist
  • Annotated microscopy images for single-cell segmentation; trained U-Net models achieving >90% Dice similarity.
  • Extracted features (area, perimeter, eccentricity) and analyzed control vs. treated groups using t-tests and Mann-Whitney U tests.
  • Identified significant morphological changes post-treatment (e.g., ?cell area, p<0.01; ?eccentricity, p<0.05); automated boxplot visualizations and PDF reports.
  • Collaborated with clinicians to validate model outputs and interpret findings for assessing drug effects.
Roche Diagnostics GmbH
Germany
7 Monate
2024-02 - 2024-08

Causal Inference & Medical Image Analysis

Research Assistant
Research Assistant
  • Adapted MACAW to extract causal signals from 2D mammograms for enhanced breast cancer diagnostics.
  • Transformed 3D causal priors into 2D models while maintaining clinical interpretability.
  • Employed C?MADE and normalizing flows to generate counterfactual images based on variables like age and breast density.
  • Achieved >85% fidelity and SSIM >0.90 in generated counterfactuals, aligning 80% with radiologist plausibility assessments.
Fraunhofer IFAM
Germany
1 Jahr 8 Monate
2019-08 - 2021-03

Enterprise Account

Business Client Service Coordinator
Business Client Service Coordinator
  • Managed technical service queries for enterprise broadband, mobile, and landline clients.
  • Coordinated with engineers and UK support teams to resolve multi-stage technical faults.
  • Led ticketing and escalation via Salesforce to meet SLA targets and restore services.
  • Communicated complex issues in clear terms to enhance client trust and satisfaction, cutting escalation rates by 30%.
British Telecommunications
India
1 Jahr 5 Monate
2017-08 - 2018-12

Logistics and ops coordination

Resolution Specialist & Team Lead
Resolution Specialist & Team Lead
  • Resolved cross-functional service issues and supported logistics and ops coordination.
  • Promoted to lead a 30-member team; enhanced quality, CSAT, and resolution time.
  • Conducted training, feedback, and KPI reviews to ensure operational excellence that improved team knowledge and raised productivity by 25%.
  • Received multiple awards for leadership, problem-solving, and top-tier performance.
Amazon
India

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre
2022-09 - 2024-08

Society and Business, (Constructor)

MSc. Data Science, University, Bremen, Germany
MSc. Data Science
University, Bremen, Germany



4 Jahre 1 Monat
2013-08 - 2017-08

Computer Science & Engineering

B.Tech, Uttarakhand Technical University, Dehradun, India
B.Tech
Uttarakhand Technical University, Dehradun, India

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Künstliche Intelligenz Artificial intelligence in healthcare Communication Time management Stakeholdermanagement Teaching

Produkte / Standards / Erfahrungen / Methoden

Profile

Data Scientist with a Master?s in Data Science for Society and Business, experienced in medical image analysis and causal inference at Roche and Fraunhofer IFAM. Skilled in machine learning, deep learning, and collaborating with clinicians to deliver actionable healthcare insights. Proven leadership and communication skills from roles at Amazon and British Telecom. Passionate about applying AI to improve patient outcomes.


Technical Skills

  • TensorFlow
  • Python
  • Java
  • R
  • CRM - Salesforce
  • Matplotlib
  • PyTorch
  • Scikit-learn
  • Pandas
  • NumPy
  • NLTK
  • Tableau
  • Jupyter Notebook
  • Git
  • MS Office
  • SAS


Soft Skills

  • Problem-solving
  • Communication
  • Adaptability
  • Leadership
  • Teamwork
  • Time Management
  • Cross-Functional Collaboration

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr 11 Monate
2023-09 - 2025-07

Visualization to graduate students across formats

Adjunct Lecturer/Teacher Assistant - Data Science, Constructor
Adjunct Lecturer/Teacher Assistant - Data Science, Constructor
  • Taught AI, NLP, Data Mining, and Visualization to graduate students across formats.
  • Designed curricula, lectures, labs, and assessments aligned with academic standards.
  • Created hands-on projects to boost problem-solving and practical DS skills, reflected in a 20% increase in course project grades.
  • Led grading, mentoring, and performance feedback for ~90 students per term.
university
6 Monate
2024-06 - 2024-11

Medical Image Segmentation

Data Scientist
Data Scientist
  • Annotated microscopy images for single-cell segmentation; trained U-Net models achieving >90% Dice similarity.
  • Extracted features (area, perimeter, eccentricity) and analyzed control vs. treated groups using t-tests and Mann-Whitney U tests.
  • Identified significant morphological changes post-treatment (e.g., ?cell area, p<0.01; ?eccentricity, p<0.05); automated boxplot visualizations and PDF reports.
  • Collaborated with clinicians to validate model outputs and interpret findings for assessing drug effects.
Roche Diagnostics GmbH
Germany
7 Monate
2024-02 - 2024-08

Causal Inference & Medical Image Analysis

Research Assistant
Research Assistant
  • Adapted MACAW to extract causal signals from 2D mammograms for enhanced breast cancer diagnostics.
  • Transformed 3D causal priors into 2D models while maintaining clinical interpretability.
  • Employed C?MADE and normalizing flows to generate counterfactual images based on variables like age and breast density.
  • Achieved >85% fidelity and SSIM >0.90 in generated counterfactuals, aligning 80% with radiologist plausibility assessments.
Fraunhofer IFAM
Germany
1 Jahr 8 Monate
2019-08 - 2021-03

Enterprise Account

Business Client Service Coordinator
Business Client Service Coordinator
  • Managed technical service queries for enterprise broadband, mobile, and landline clients.
  • Coordinated with engineers and UK support teams to resolve multi-stage technical faults.
  • Led ticketing and escalation via Salesforce to meet SLA targets and restore services.
  • Communicated complex issues in clear terms to enhance client trust and satisfaction, cutting escalation rates by 30%.
British Telecommunications
India
1 Jahr 5 Monate
2017-08 - 2018-12

Logistics and ops coordination

Resolution Specialist & Team Lead
Resolution Specialist & Team Lead
  • Resolved cross-functional service issues and supported logistics and ops coordination.
  • Promoted to lead a 30-member team; enhanced quality, CSAT, and resolution time.
  • Conducted training, feedback, and KPI reviews to ensure operational excellence that improved team knowledge and raised productivity by 25%.
  • Received multiple awards for leadership, problem-solving, and top-tier performance.
Amazon
India

Aus- und Weiterbildung

Aus- und Weiterbildung

2 Jahre
2022-09 - 2024-08

Society and Business, (Constructor)

MSc. Data Science, University, Bremen, Germany
MSc. Data Science
University, Bremen, Germany



4 Jahre 1 Monat
2013-08 - 2017-08

Computer Science & Engineering

B.Tech, Uttarakhand Technical University, Dehradun, India
B.Tech
Uttarakhand Technical University, Dehradun, India

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning Künstliche Intelligenz Artificial intelligence in healthcare Communication Time management Stakeholdermanagement Teaching

Produkte / Standards / Erfahrungen / Methoden

Profile

Data Scientist with a Master?s in Data Science for Society and Business, experienced in medical image analysis and causal inference at Roche and Fraunhofer IFAM. Skilled in machine learning, deep learning, and collaborating with clinicians to deliver actionable healthcare insights. Proven leadership and communication skills from roles at Amazon and British Telecom. Passionate about applying AI to improve patient outcomes.


Technical Skills

  • TensorFlow
  • Python
  • Java
  • R
  • CRM - Salesforce
  • Matplotlib
  • PyTorch
  • Scikit-learn
  • Pandas
  • NumPy
  • NLTK
  • Tableau
  • Jupyter Notebook
  • Git
  • MS Office
  • SAS


Soft Skills

  • Problem-solving
  • Communication
  • Adaptability
  • Leadership
  • Teamwork
  • Time Management
  • Cross-Functional Collaboration

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