Manohar K G

Proficient Software Developer with over five years of experience in designing and implementing applications and APIs using Python and Django. Proficient in utilizing libraries such as NumPy, Pandas, Matplotlib, Seaborn, and Openpyxl to enhance data processing and visualization. Demonstrated ability to create end-to-end applications by seamlessly integrating machine learning models, driving innovation and efficiency. Aiming to leverage technical expertise to contribute effectively to forward-thinking teams.

Projects tracker:

• Created project for tracking the current ongoing projects in the organization.
• Developed Models using Django ORM for performing CRUD operations.
• Implemented JWT based authentication.
• Added caching mechanism to improve the response time of the API's.
• Implemented time scheduling mechanism to send mails once in a week.

Labspace Management:

• Created APIs in Django for Blocking and Unblocking the seats in the labs.
• Designed Database schema in MongoDB for storing the lab layouts.
• Established approval flow and automated mailing system for tracking the user requests.
• Created API's for analysis of lab occupancy data.

BRENDA Classification and Summarization:

• Gather the data from cloud database, clean the unstructured data using Regex.
• Trained data using SVM and Random Forest Models for classification of bug signatures and validation signatures.
• Used BART, T-5 models for Summarization
• Developed APIs using Django to predict Summarization and classification outputs.
• Implemented APIs for performing CRUD operations and filtering operations on MongoDB data using Django ORM.
• Implemented Authentication and Authorization Modules for the APIs.
• Managed the Deployment of the app in Cloudfoundry environment.

Sysdebug Report Automation:

• Created a GUI based desktop application using PysimpleGUI to enable and Disable the generation of graphs and tables.
• Implemented dynamic fetching of data from cloud database to excel.
• Used Selenium to fetch the graph from PowerBI application.
• Utilized matplotlib, seaborn , pandas libraries to analyze data and create visualizations.
• Created HTML templates with the visualizations for sending Automated emails.

I hereby declare that the above information provided is true to the best of my knowledge. I take full responsibility if any of the above facts are later proved to be inaccurate.