My name is Ashwin K and I currently work as a Machine Learning Engineer with total 4+ years of experience gaining hands-on knowledge in various fields like Analytics,Machine learning,Python,Big Data - Engineering & Processing frameworks,Database systems etc. This is my personal blog where you can find some of my work related to Data Science and related fields with the intention to learn, share and connect.

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Skills and tools utilized:

  • Big Data: Apache Hadoop,Apache Spark -Pyspark,Apache Hive,Apache Airflow,Apache Livy
  • Databases: Oracle,MySQL,PostgreSQL,Snowflake
  • Cloud: AWS S3,EC2,Snowflake Cloud Datawarehouse
  • Machine Learning: Good understanding and skilled in utlizing varoius Machine learning algorithms for various applications to solve real business problems by understanding clients requirement and formulating the problem,experience in creating entire data preperation pipeline in Big data framework like Spark, performing statistical tests,EDA,Data Visualization(Matplotlib,Seaborn etc),Feature Engineering and build/validate models to be deployed in Production.
  • Python libraries: Numpy,Scipy,Pandas,statmodel,PyMC3,matplotlib,seaborn,scikit-learn,regex,requests,beautifulsoup,various database apis,Pyspark,Mlib,keras etc.Have created multiple automation tools which were productionized and were valuable assets which were utilized for multiple clients.Good experience in Webscraping,Data Wrangling,Data visualization and ML models with python ecosystem libraries.
  • Mathematics for Machine Learning(Linear Algebra/Multivariate Calculus) and Descriptive/Inferential Statistics.
  • Passionate about data with great interest in using Data Science methodologies to solve business problems,continuous learner developing skills to become competent in Deep Learning and NLP.

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