Projects
From Computer Vision to Web Development, this page lists down some of my major projects.

Emotion based DL-Based approach for Bug Priority Prediction
We propose a novel deep neural network to predict the severity of bug reports. We generate word embeddings and pass them through GRU based model.
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Evaluation of DL based Methods for LULC Change Detection
We created a novel change detection dataset for peri-urban Hyderabad and analyzed the efficiency of various unsupervised change detection algorithms.
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Evaluation of Watershed Development using Remote Sensing
We evaluated the results of watershed development done by the workers employed under NREGA using Remote Sensing.
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Re-construction of DEM using LIDAR Photon Elevation data
Machine Learning was used for surface reconstruction to a super-resolution Digital Elevation Model, improving resolution from 30m to 10m.
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Course Swap Android Application
An application to help the students of BITS Pilani to swap courses, built with Kotlin, Jetpack libraries, and a Django backend.
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Voice based IR for Agriculture Questions
A 5-fold Question Answering DL based model to retrieve information for Farmers, with an Express-based back-end for Google Actions.
View Project →Experience
A journey through prestigious organizations and innovative projects.
ML Intern - Presently
Company: Agree.com
Duration: Current
Building agents and ML systems to enhance platform capabilities and user experience.
Software Development Engineer I
Company: Groupon
Duration: July'23 - Aug'24
Designed and led the development of transactional campaign features in internal tools using React and Express. Streamlined campaign workflows, boosting customization efficiency by 50% and improving productivity. Managed over 30 campaigns using FTL and Java. Introduced bulk creation features and event-based analytics to improve campaign performance (18% MoM increase).
Software Developer Intern
Company: Bank of New York Mellon
Duration: Jan'23 - June'23
Developed a Query Builder App for easy creation, editing, scheduling, and deletion of queries. This reduced report generation time by 2 days and boosted data processing efficiency for internal teams.
SURI'22 Research Intern
Company: Arizona State University, USA
Duration: 2022
Supervisor: Dr. Tianfang XU
Snow dominated mountainous karst watersheds are a primary water supply in many parts of the world. The project aims to quantify dynamics of these watersheds and their response to climate change, using hybrid physically based and deep learning models.
Software Developer Engineer (SDE) Intern
Company: Providence Global Center
Duration: May'22
Supervisor: Mr. Uma Shankar
Responsible for complete ownership of the applications, delivering solutions delighting caregivers, improving patient experience, and adding strategic value to Providence. Worked on an application with backend on .NET and the frontend on C. The data was stored using SQL.
Research Intern
Company: Libtech India
Duration: Jan'22 - May'22
Supervisor: Dr. Dipanjan Chakarborty
Working under guidance of Professor Dipanjan Chakarborty on a project on change detection to find the impact of National Rural Employment Guarantee Act on vegetation, and soil fertility. The project started in 2012 under the aegis of the Program on Liberation Technology at Stanford University. It was established with a seed grant from Google Charitable Giving.
Auditing Student Intern - (Remote)
Company: Hiroshima University
Duration: Dec'21
Supervisor: Prof. Takahiro Chihara
Worked on a group project on three SDG's, clean water and sanitation, clean energy and Poverty. Furthermore, we explored SDG-related concerns in India and Japan, their similarities and differences, and how they may offer a novel contribution to achieving the SDGs using science and technology learned via the program. This program was supported by Sakura Science Plan, Japan Science and Technology Agency.
Project Intern
Company: Indian Institute of Technology, Delhi
Duration: Aug'21 - Sep'21
Supervisor: Prof. Aditeshwar Seth
Worked under Prof. Aditeshwar Seth (Dept. of Computer Science). My responsibilities included designing, developing and deploying a Django based website for Thma U Rangli Juki (TUR), ensuring that website is functioning properly and the website caters to the needs of people from Meghalaya who want to file a grievance for not receiving cash relief under CRAWL and BOCW.
Research Intern
Company: Indian Space Research Organization
Duration: May'21 - July'21
Supervisor: Dr. Giribabu, Head of Geoscience Applications, RRSC-West, ISRO
In this project, a method of DEM super-resolution based on a neural network is used. Our approach can effectively extract the feature mapping relationship between a low- and high-resolution DEM(input features) to output features, i.e., the lidar data using an artificial network. Compared with the other models with fewer layers, our method significantly improves the DEMs reconstructed details and recovered textures.
Awards
"The greatest award is the appreciation of the people"
BEST PRESENTATION AWARD
Awarded by: Hiroshima University
For the best presentation at e-START Program "Science and Technology for the SDGs" of INDIA-JAPAN International Linkage Degree Program.
SAKURA SCIENCE EXCHANGE FELLOWSHIP
Awarded by: Japan Science and Technology Agency
Was among the six students selected for this program. This was sponsored by the Sakura Science Exchange Fellowship of 2.5 million yen (combined for six students).
MERIT SCHOLARSHIP
Awarded by: BITS Pilani
Received a merit scholarship of 40% for the year of 2019. This was given to top 2% of the students of each of the academic year.
BEST SHORT-FILM AWARD
Awarded by: Sports Engineering Association, India
Awarded at 2nd International Conference of Sports Engineering for best Short Film. Along with this, a prize money of Rs. 10,000.
Get In Touch
Have a project in mind or just want to say hi? Feel free to reach out.