Abhilash K

About Abhilash K

Over 9 years of IT industry experience encompassing in Machine Learning, Datamining with…

Experience

1. Sr Data Scientist

   AmFamRe

   Jan 2024 — Present · Madison, WI, US

   Perform Data Profiling to learn about user behavior and merge data from multiple data sources. Implemented big data processing applications to collect, clean and normalization large volumes of open data using Hadoop ecosystems such as PIG, HIVE, and HBase. Designing and developing various machine learning frameworks using Python, R, and MATLAB. Integrate R into Micro Strategy to expose metrics determined by more sophisticated and detailedmodels than natively available in the tool.Solution architecting BIG Data solution for Projects & Proposal using Hadoop, Spark, ELK Stack, Kafka, Tensor flow. Programmed a utility in Python that used multiple packages (scipy, numpy, pandas) Implemented Classification using supervised algorithms like Logistic Regression, Decision trees, KNN,Naïve Bayes.Used Teradata15 utilities such as FastExport, MLOAD for handling various tasks data migration/ETLfrom OLTP Source Systems to OLAP Target Systems. Handled importing data from various data sources, performed transformations using Hive, MapReduce,and loaded data into HDFS. Collaborate with data engineers to implement ETL process, write and optimized SQL queries to performdata extraction from Cloud and merging from Oracle 12c.Conducted analysis of assessing customer consuming behaviors and discover the value of customerswith RMF analysis; applied customer segmentation with clustering algorithms such as K-MeansClustering and Hierarchical Clustering. Experienced in Delivery, Portfolio, Team / Career, Vendor and Program Management Competency inSolution Architecture, implementation & delivery of Big Data, data science analytics & DWH projects on Greenplum, SPARK, Keras, Python, and TensorFlow. Coordinate the execution of A/B tests to measure the effectiveness of personalized recommendationsystem.

Education

• Anurag Group of Institutions

  Bachelor of Technology - BTech, Computer Science