Aaditya S Email & Phone Number

Des Moines, Iowa, Us

-> Utilized Apache Spark with Python to develop and execute Big Data Analytics and Machine learning applications, executed machine learning use cases under Spark ML and MLlib->Identified areas of improvement in existing business by unearthing insights by analysing vast amounts of data using machine learning techniques->Interpret problems and provide solutions to business problems using data analysis, datamining, optimization tools, and machine learning techniques and statistics->Designed and developed NLP models for sentiment analysisEnvironment: Hadoop, Map Reduce, Spark, Spark MLlib, Tableau, SQL, Excel, VBA, SAS, MATLAB,AWS, SPSS, Cassandra, Oracle, MongoDB, SQL Server 2012, DB2, T-SQL, PL/SQL, XML, Tableau

Atlanta, Ga, Us

-> Collaborates with a cross-functional team in support of business case development andidentifying modelling method (s) to provide business solutions->Determines the appropriate statistical and analytical methodologies to solve business problems within specific areas of expertise->Integrated Teradata with R for BI platform and implemented corporate business rules->Participated in Business meetings to understand the business needs & requirements->Arrange and chair Data Workshops with SMEs and related stakeholders for requirement data catalogue understanding->Design Logical Data Model which will fit and adopt the Teradata Financial Logical Data Model(FSLDM11) using Erwin data modeler tool-> Generating Data Models using Erwin9.6 and developed relational database systems andinvolved in Logical modelling using the Dimensional Modelling techniques such as Star Schema and Snowflake Schema->Guide the full lifecycle of a Hadoop solution, including requirements analysis, platform selection, technical architecture design, application design and development, testing, and deploymentEnvironment: R, Oracle 12c, MS-SQL Server, Hive, NoSQL, PL/SQL, MS- Visio, Informatica, T-SQL, SQL, Crystal Reports 2008, Java, SPSS, SAS, Tableau, Excel, HDFS, PIG, SSRS, SSIS, Metadata

Leverkusen, North Rhine-Westphalia, De

-> Worked on data cleaning and reshaping, generated segmented subsets using NumPy and Pandas in Python-> Wrote and optimized complex SQL queries involving multiple joins and advanced analyticalfunctions to perform data extraction and merging from large volumes of historical data stored inOracle 11g, validating the ETL processed data in target database-> Good understanding of Teradata SQL Assistant, Teradata Administrator and data loadExperience with Data Analytics, Data Reporting, Ad-hoc Reporting, Graphs, Scales, Pivot Tables and OLAP reporting->Identified the variables that significantly affect the target->Continuously collected business requirements during the whole project life cycle->Conducted model optimization and comparison using stepwise function based on AIC value->Applied various machine learning algorithms and statistical modelling like decision tree, logistic regression, Gradient Boosting Machine to build predictive models using scikit-learn package in Python->Developed Python scripts to automate data sampling process. Ensured the data integrity bychecking for completeness, duplication, accuracy, and consistency->Generated data analysis reports using Matplotlib, Tableau, successfully delivered and presented the results for C-level decision makers->Generated cost-benefit analysis to quantify the model implementation compared with theformer situation->Worked on model selection based on confusion matrices, minimized the Type II errorEnvironment: Tableau 7, Python 2.6.8, Numpy, Pandas, Matplotlib, Scikit-Learn, MongoDB, Oracle 10g, SQL.

Mumbai, Maharashtra, In

->Worked on data cleaning and reshaping, generated segmented subsets using Numpy andPandas in Python->Used Celery with RabbitMQ, MySQL, Django, and Flask to create a distributed workerframework->Application was based on service-oriented architecture and used Python 2.7, Django1.5, JSF2, Spring 2, Ajax, HTML, CSS for the frontend->Created server monitoring daemon with Psutil, supported by Django app for analytics whichI created. Also researched big data solutions with Cassandra databaseExperience with Data migration from Sqlite3 to Apache Cassandra database. Cassandra datamodel designing, implementation, maintaining and monitoring using DSE, DevCenter,Datastax Opscenter->Build the Silent Circle Management System (Confidential) in Django, Python, Node.JS andMongodB while integrating with infrastructure services->Developed entire frontend and backend modules using Python on Django Web Framework->Designed and developed data management system using MySQL->Created a Python/Django based web application using Python scripting for data processing,MySQL for the database, and HTML/CSS/jQuery and High Charts for data visualization of theserved pages->Strong Socket programming experience in Python. Implemented complex networkingoperations like traceroute, SMTP mail server and web server