Deepika T
Senior Python Developer @AgFirst Farm Credit Bank
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WORK HISTORY
Senior Python Developer @AgFirst Farm Credit Bank
Columbia, SC, US
Developed the application by following Agile methodology and Scrum method of project management.• Developed Big Data applications using PySpark and Spark (Scala).• Worked with Cosmos DB to query and write data intensive tasks. • Used Python modules like Restful, Matplotlib and Pandas library for statistical analysis and generating complex graphical data and NumPy for numerical analysis.• Developed and deployed large scale Machine Learning models for personalized recommendations based on user data and invoice analytics. • Developed entire frontend and backend modules using Python on Django 2.2 Web Framework by implementing MVC architecture.• Developed Framework and Data Pipeline to collect data from multiple sources like SQL, Azure Data Lake, Azure Blobs and other sources.• Used Pandas, NumPy, sea born, Matplotlib, Scikit-learn, SciPy, NLTK in Python for developing various machine learning algorithms. • Used JavaScript and JSON to update a portion of a webpage.• Designed and managed API system deployment using fast HTTP server and Amazon AWS architecture.• Configured and designed EC2 instances in all the environments to meet high availability and complete security. Setting up the Cloud Watch alerts for EC2 instances and using Auto scaling launch configuration.• Automated workflows using Apache Airflow, designing DAGs to run on EMR and EC2 clusters.• Automated resulting scripts and workflow using Apache Airflow and shell scripting to ensure daily execution in production.• Developed microservices using spring boot exposed as REST API and integrated with AngularJS based web applications.• Developed GUI using Python and Flask for dynamically displaying the test block documentation and other features of Python code using a web browser. • Done data migrations to load data from FTP Servers, google drive, and other sources to GCP BQ tables in google cloud storage using python. Developed reusable scripts to automate the process.
EDUCATION
Osmania University
Bachelor's degree
ABOUT DEEPIKA T
Over 10 years of experience in designing and developing web-based, multi-tier, high-quality, and secure distributed applications using Python, Django, Machine Learning, React, iOS, Java, J2EE, and Spring technologies. • Strong experience working with AWS, Azure, Lambda, ECS, DynamoDB and creating REST APIs to communicate with front end applications. • Good involvement in creating web applications in Object Oriented Programming and also executing MVC and MVVM design utilizing Django Framework. • Experience in configuring and deploying Python application to AWS on EC2 instances. Worked on various statistical models for data analysis. • Experience in setting up EC2 instances, security groups and configuring database backups to AWS S3. • Experience in Python\'s modules NumPy, matplotlib, Pickle, PySide, SciPy, wxPython, PyTables etc. for generating complex graphical data, creation of histograms etc. • Knowledge of deployment tools using Heroku, Jenkins, pylint, cpp Check and Coverity. • Working on AJAX framework to transform Datasets and Data tables into HTTP Serializable JSON strings. • Experience in using Design Patterns such as MVC, MVVM, Singleton and frameworks such as Django, WSGI. • Extensive experience in developing RESTful web services and microservices using Golang. • Experience in using data bricks to work with tasks related to Data Engineering, Data Science, Data Analytics, and Machine Learning. • Experience in Cross browser compatibility testing and intellectual challenges in User Experience (UX). • Experience in developing Web Services (SOAP, Restful) in Python using XML, JSON. • Experience in developing Data Pipelines in Python and Scala using Spark. • Creating Business Logic using Scala to create Planning and Tracking functions. • Experience in Processing of large scale data using Databricks and Spark. • Hands-on experience in building cloud-based microservices, big data processing and data pipelines. • Proficient in building Web User Interface (UI). • Proficient in using editors like Eclipse, sublime text, NetBeans, IntelliJ, PyCharm, Pyscripter, Spyder, PyStudio and PyDev. • Experience in using Django evolution and manual SQL modifications to retain all the data, while site is in production. • Experience in Linux Bash Scripting and PEP guidelines in Python.
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