Summary
Overview
Work History
Education
Skills
Websites
Certification
Additional Information
Timeline
Generic

SIRISHA BETHIREDDY

Brampton , Canada,ON

Summary

Software engineer with 5+ years of experience in software Industry. As an Independent researcher with the ability to apply AI/ML techniques and algorithm development to solve real-world industry problems.Passionate and hugely interested in machine learning model development and deployment, statistical analysis and problem-solving.


Overview

7
7
years of professional experience
1
1
Certification

Work History

Volunteer in ML/AI

iGebra
03.2020 - 02.2022
  • As a passionate Software Engineer for learning and implementing new concepts, well versed with programming language & algorithm.
  • Knowledge in Use of Data factory & Databricks for the preprocessing of Data from raw level to pure form.
  • Data storage application like Azure SQL, Azure Data Lake Storage, Azure Synapse.
  • Analytics to solve real healthcare data problem. Computer Vision, NLP case studies. Cross initiative products in context aware cognitive search, AI Chabot, Sentiment analysis,text Classification by leveraging AI.
  • Data analytics & AI/ML techniques with the understanding of structured & unstructured data.
  • Knowledge in Perform Model tuning ,Tune monitoring scripts and reporting dashboards.
  • Knowledge in Analyze and Define Updates to ML Pipeline, Deployment & Monitoring scripts to accommodate any application/data/model changes.
  • Knowledge in AutoML for automating the model building process.
  • Implement Clustering algorithm on customer database to run Classification algorithm to determine whether a transaction is Fraud or not.
  • Leveraged A/B Testing, cross validation techniques that helped detecting the false positives and scoring the performances.
  • Knowledge in Integration/Continuous Delivery (CI/CD) of scaled models to production level using Jenkins, and Followed Containerization & Orchestration for CI/CD using DevOps tools like Docker - images & containers, Kubernetes with Cloud Build.
  • Knowledge in Developing a MLOps product for distributed AI model lifecycle management.
  • Knowledge in predictive modeling, time series forecasting, classification and regression problems.
  • Knowledge in Working on docker products for containerizing the pipeline code for production deployment.
  • Knowledge in Data quality through Feature Engineering, Data Preprocessing, Data Wrangling and Data Augmentation on both Structured Data and Unstructured data.
  • Machine learning algorithms using various frameworks such as Scikit-learn, Keras and XGBoost Researched, designed and implemented machine learning applications to solve business problems.
  • Performed Hyperparameter tuning and Optimization through Hyperparameter tuning jobs using tools like Azure ML Studio.

Software Engineer

Galaxe Solutions
06.2014 - 04.2015
  • Design and developed transactional, scalable, reusable and multithreading application components using Java/J2EE, Spring MVC, Hibernate, Oracle and MYSQL.
  • Design, implementation and testing of new business rules to existing J2EE Applications.
  • Replication/Updates of data for legacy systems through XML.
  • Work closely with Technical Architect while analyzing business requirements and transcribing them into technical designs using UML Flow Diagram, Activity Diagram, Class Diagram, etc.
  • Work closely with the Database Team to address performance issues and for SQL/PLSQL tuning.
  • Interpreting and executing unit test plans with JUnit.
  • Work closely with the tests team(Integration Team, Pre-production) for integration testing.
  • Produce software builds, releases and all relevant documentation in accordance with required standards.
  • Application Support (critical incidents/issues on production).
  • Coordinate, collaborate and communicate with team & stakeholders for smooth execution of project.
  • Monitor project status through various tools / analysis and take any corrective actions.

Software Engineer

3CIT Yantra Software Services
08.2010 - 06.2014
  • Have an experience developing web applications/micro services using Spring MVC, Hibernate,JDBC,Restful, and Web services.
  • Have good problem solving,troubleshooting skills and develop reliable,cost effective,high quality solutions.
  • Experience with automation in unit and system level.
  • Developed RESTful web services using, JDK 1.7, JDK1.8.
  • Designed and developed User Interfaces, using JavaEE6, HTML5, and JSP frameworks.
  • Compiled code and correct errors detected in the compilation process.
  • Analyzed code to find causes of errors and revise code.
  • Tested code using a structured testing methodology, confirm programs meet specifications.
  • Worked with team members to prototype, refine, test, and debug programs to meet needs.

Education

Master of Computer Applications - Computer Science,Mathematics And Statistics

Jawaharlal Nehru Technological University
Hyderabad, India
06.2010

Bachelor of Science - Statistics And Computer Science

Osmania University
Hyderabad , India
06.2007

Skills

    Programming Languages : Python, C, Java, J2EE

    Web Technologies : HTML , CSS , SQL , JavaScript

    Deep Learning Frameworks : TensorFlow, PyTorch, Keras Programming Libraries : OpenCV, CUDA, Scikit-learn , Numpy, Pandas, Matplotlib

    Configuration Management : Git, Jupyter, Pycharm ,SVN

    Tools : Kubernetes, Dockers,

    Frameworks : MLFlow , Django, Flask, Angular

    Databases : Oracle , MYSQL , PostgreSQL, Redis ,MongoDB

    Platforms : Amazon Web Services (AWS), Microsoft Azure ML

    Technical skills : Regression , Classification, Clustering ,Decision trees , NLP, Supervised and UnSupervised Learning,Neural Networks ,Computer vision,Neural Networks

Websites

Certification

  • Microsoft Certified: Azure Fundamentals
  • Microsoft Certified: Azure Data Fundamentals
  • Microsoft Certified: Azure AI Fundamentals
  • Microsoft Certified: Azure Administrator Associate
  • Microsoft Certified: Azure AI Engineer Associate
  • Microsoft Certified: Azure Data Scientist Associate
  • Microsoft Certified: Azure Solutions Architect Expert
  • AZ-305: Designing Microsoft Azure Infrastructure Solutions
  • AWS Certified Cloud Practitioner
  • AWS Certified Machine Learning – Specialty
  • AWS Certified Solutions Architect – Professional
  • Oracle Cloud Data Management 2022 Foundations Certified Associate
  • Oracle Cloud Infrastructure 2022 Certified Foundations Associate


Additional Information

AWARDS,Best Team Performance Award -Gx Factory- Galaxe solutions , Bangalore

Timeline

Volunteer in ML/AI

iGebra
03.2020 - 02.2022

Software Engineer

Galaxe Solutions
06.2014 - 04.2015

Software Engineer

3CIT Yantra Software Services
08.2010 - 06.2014

Master of Computer Applications - Computer Science,Mathematics And Statistics

Jawaharlal Nehru Technological University

Bachelor of Science - Statistics And Computer Science

Osmania University

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SIRISHA BETHIREDDY