Centered Skill Bars

PYTHON

SQL

R

AWS

SPARK

SAS

I have extensive experience in using Python for data analysis and building data pipelines, covering the entire spectrum from exploratory data analysis and feature engineering to machine learning model development.
Over the past four years, I have acquired proficiency in a wide range of tools and libraries, including Pandas, Scikit-learn, SQLAlchemy, and Tensorflow.

Additionally, I am well-versed in several data warehousing and cloud computing techniques, including SQL, AWS (SageMaker, EC2, S3, EMR), Hadoop, Spark and Snowflake. Furthermore, I am an AWS certified machine learning specialist, focusing on SageMaker, EMR and ML pipeline.

AWS Badge

ML models that I’m proficient in:

  • Linear model
  1. Linear Regression
  2. Logistic Regression
  • Tree-Based ML model
  1. RandomForest
  2. XGBoost
  3. LightGBM
  • Other
  1. MLP
  2. Latent Factor
  3. Word embedding (Word2Vec, GloVe)
  4. K-mean, PCA