Retrieved data from kaggle and other data sources for image segmentation on skin cancer and object detection on white whales. First project is to perform image segmentation on cancer cells for the given images with as accurately as possible. Second project is to perform object detection on white whales for the given picture of whales.

Worked on 2 DataScience projects for a BFS client, which includes fraud detection algorithms for online money transfer, and Q&A chatbot for our client analysts using Python, NLP, Tensorflow and Keras.

Description:

Map Engine is an R & D project, which includes -

Increasing Adoption of Free Crowdsourcing Digital Maps.

Increasing Mergers and Acquisitions among Vendors.

Increasing Development of 3D Maps.

Development of Advanced Driver Assistance Systems.

Increasing Usage of User Data to Update Digital Maps (LiDAR, ESRI Products).

Addition of Location-enabled Advertising in Digital Maps.

Roles and Responsibilities:

1. As Technical Lead Research on new technologies, designed scalable architecture, Identify technology components.
2. Prepared High level design and data models.
3. Designed a framework and developed the software model.
4. Clarify requirements, Identify use cases and assign tasks, code reviews.
5. Tracking of milestones, on time deliveries and identify risks.
6. Engaging the team and conduction scrum meetings, code reviews.

Client communications and in-lined Demos on milestones

Environment : C++, Python

Frameworks : QT4.5.8, Keras, Tenser flow, Hadoop

Description:

This project is to create the plugin on the open source GIS tool QGIS using python, QT and C++, to avoid the licensing cost of the ARCGIS. I.e. Huge amount of licensing cost has been saved as QGIS is an open source.

Roles and Responsibilities:

1. Project owner and Framework designer.
2. Designed a framework and developed the software model.
3. Verify and Validate the new features and implement in the existing software.
4. Involved in the End to End Solution Documentation, Design, Development, testing and maintenance.

Description:

This is the customized data model to extract the feature of the road elements (Form of way, Roundabouts, cul-de-sacs etc.) using machine learning algorithms. This tool will help in finding issues based on Aerial Imagery.

Roles and Responsibilities:

1. Project owner and lead 5 members team.
2. Designed a Workflow.
3. Verify and Validate the new features and implement in the existing software.

Involved in the End to End Solution Documentation, Design, Development, testing and maintenance.

Environment : QT4.5.8, Python2.7, HTML

Description:

This tool is to browse the postal codes, which are updated by the client every month in the form of snapshots. The browsed codes are verified and updated to the streets by the end user.

Below are the modules of this product:

• Connecting to the Oracle database.
• Browsing the postal codes from the snapshots.
• Applying the Filter for the streets for quick access.

Roles and Responsibilities:

1. Project owner and lead 5 members team.
2. Designed a Workflow.
3. Verify and Validate the new features and implement in the existing software.
4. Involved in the End to End Solution Documentation, Design, Development, testing and maintenance.

Environment : QT4.5.8, Python2.7, Pyside

IDE : Eclipse Mars1

Description:

The Generic converter tool is to process different type of navigational data and store it in the SQLite database, which can be used by the client production tools.

Input navigational data contains GPS data and video, which is obtained by different type of cameras and GPS systems depending on the country. The video data has to be processed and GPS data is interpolated with respect to images from video and updated in database along with the camera calibration and position calibration data.

Below are the modules of this product:

• XML framework designer.
• Processing the Video and Extracting the images.
• Geo tagging with the GPS Data.
• Compressing the Images.
• Storing the data into the SQLite database.

Roles and Responsibilities:

1. Involved in data analysis.
2. Developed XML framework.
3. Implemented video Processing, Frames extraction.
4. Creation of SQLite files using SQLite database.
5. Created Python patch to modify the data in the generated SQLites.

Environment : C++, Python2.7, Visual studio 2012