Experience 

University College London,  Surgical Robot Vision Group

June 2021 - Present | Primary Advisor : Dr. Francisco Vasconcelos | Secondary Advisor : Dr. Danail Stoyanov

Research Intern

Project: Surgical Workflow Analysis 

• Studied the applicability of various activity recognition models on the Cataracts Data and implemented the same on the Kinetics – 400. 

• Implemented the CataRCNet, which is based on the TMRNet, to strengthen the long-term information connection within an operation. This overcomes the current methodologies that fail to capture spatio-temporal characteristics in cataracts surgeries accurately. 

• Testing the TimeSformer architecture to develop a state-of-the-art methodology to localize phases accurately. 

• Working towards a publication.

D.J. Sanghvi College of Engineering, India 

September 2021 - Present | Advisor : Dr. V. Venkataramanan 

Research Assistant

• Assist Professor in his research as well as carry out independent research. 

• Conducted comparative analysis between ARIMA, LSTM, CNN, GAN, Bi-LSTM, and Sentiment Analysis to predict stock price movement on 20 years of stock data. 

• Building an NLP engine to accommodate the wide variation of medical terminology. 

Ecosys Efficiencies Pvt. Ltd., India 

May 2020 - July 2020 

Data Analyst Intern for IOT Systems

• Developed a website that collects data from sensors and provides real-time insights to help maintain industrial packing machines. 

• Retrieved data from sensors, analyzed it, developed interactive visualizations for the website, and wrote the code to automate the same. 

• Deployed the website through which malfunctions in any machine could be detected and solved without further delay or damage. 

The Green Fuels, India 

August 2020 - March 2021 

Web and Business Development Intern

• Worked on the web development team to design the website. 

• Contributed in developing the business model and managed technological operations to provide end to end consumer facing business solution. 

DJSCE IETE Student Chapter 

August 2021 - Present | Mentor 

June 2020 - July 2021 | Senior Core - Committee Member 

July 2019 - May 2020 | Co - Committee Member 

• Guiding the new core committee to carry out functional processes to run the committee smoothly. 

• Aiding in the recruitment of new team members. 

• Organized comprehensive seminars and interactive technical workshops for over 100+ students. 

• Secured sponsorship worth 1000 USD to organize state-level university competition “DJ SPARK” and international conference “ICWICOM”.