WOrk Experience

Details: 

Currently, working with mutispectral image for background subtraction. Previously, contributed to five projects which include fairness and bias in ML, flood water mapping, video background subtraction, road segmentation and multi-input multi output model for waterbody segmentation. My responsibilities are –

• Data analytics, data processing & data visualization.

• Build pipeline using TensorFlow, Keras framework.

• Prepare documentation using latex, MS office etc.

• Report project progress via meeting, Trello etc.

• Meet with clients and understand their needs.

Details: 

Currently, working with mutispectral image for background subtraction. Previously, contributed to five projects which include fairness and bias in ML, flood water mapping, video background subtraction, road segmentation and multi-input multi output model for waterbody segmentation. My responsibilities are –

• Data analytics, data processing & data visualization.

• Build pipeline using TensorFlow, Keras framework.

• Prepare documentation using latex, MS office etc.

• Report project progress via meeting, Trello etc.

• Meet with clients and understand their needs.

Details: 

My current research is in the detection of crops and weeds using RGB images, where I am trying to develop an algorithm that will remove the imbalance issue in a classification problem. A set of state-of-the-art models is being tested, and a novel data preprocessing strategy is being developed. My responsibilities are:

• Research the most recent studies and present a literature review.

• Provide potential methods for enhancement.

• Build a full pipeline for coding experiments.

• Write research papers in latex.

• Participate in meetings with the research director and talk about the research's progress.