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Hello, I'm Harsh. I'm a passionate Data Scientist who helps machines make sense of messy data. I specialize in Machine Learning, Deep Learning, and NLP.

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About me

I am currently pursuing my Master's in Data Science at TU Dortmund. My journey has equipped me with hands-on experience in collecting, processing, and analyzing large and complex datasets. I am passionate about statistics, machine learning, AWS, and natural language processing. Recently, I have been expanding my expertise in data engineering and MLOps to build robust and scalable data solutions. I enjoy tackling challenging problems and am always eager to learn new technologies. I am currently seeking opportunities in data science and engineering roles.

Outside of academics and work, I am actively learning German to better integrate and collaborate in international environments. In my free time, I enjoy exploring new technologies, reading about advancements in AI, and staying curious about the world. I am committed to continuous learning and personal growth.

When I'm not coding, I enjoy playing guitar and singing, watching movies, and cooking. I also enjoy learning new things. I am currently learning about history and geopolitics. I'm also learning how to play the guitar.

My 20+ End to End Projects

5+ University Projects

Check out my University projects, that include various regression, classification, and Bayesian models case studies.

  • Python
  • R
  • SQL
  • Machine Learning
  • Bayesian Data Analysis

5+ Deep Learning Projects

A collection of deep learning projects, including image classification, object detection, and generative models.

  • TensorFlow
  • PyTorch
  • Neural Networks
  • Computer Vision

5+ NLP Projects

A collection of NLP projects, including text classification, sentiment analysis, and named entity recognition.

  • Text Classification
  • Sentiment Analysis
  • Transformer Models
  • BERT

5+ Prediction Models Projects

A collection of prediction models projects, including time series forecasting and regression analysis.

  • Time Series Forecasting
  • Regression Analysis
  • Customer Churn Prediction
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My skills

Programming Languages

  • Python
  • R
  • SQL

Data Exploration & ETL

  • Data Exploration
  • ETL

Databases & Data Engineering

  • PostgreSQL
  • Athena
  • Glue

Machine Learning & AI

  • Machine Learning
  • Deep Learning
  • Regression & Classification
  • Neural Networks
  • CNN
  • Model Evaluation
  • Model Optimization
  • Hyperparameter Tuning
  • Natural Language Processing (NLP)
  • Transformer Models
  • BERT
  • RoBERTa
  • Huggingface
  • Reinforcement Learning

Model Deployment & MLOps

  • MLOps
  • Flask
  • FastAPI
  • Streamlit
  • AWS SageMaker
  • TensorFlow Serving
  • DVC
  • MLflow
  • Model Monitoring
  • Model Deployment
  • Dockerization
  • Continuous Integration
  • Continuous Deployment

Cloud & DevOps

  • AWS
  • Microsoft Azure
  • Docker
  • CI/CD
  • GitHub Actions
  • Git
  • DagsHub
  • Apache Airflow
  • Astronomer

Data Visualization

  • Tableau
  • Power BI
  • Matplotlib
  • Seaborn
  • Grafana

Tools & Libraries

  • Jupyter Notebook
  • Pandas
  • NumPy
  • Scikit-learn
  • TensorFlow
  • PyTorch
  • VGG16
  • Excel

Other

  • Project Management
  • Arduino
  • AutoML
  • Mathematical Foundations (Linear Algebra, Calculus, Probability)
  • Experiment Tracking
  • Data Version Control
  • Business Intelligence
  • Generative AI

Education & Experience

Contact me

Please contact me directly at harshrana1519@outlook.com or through this form.