Aug 2023 – Jan 2024 · 5 mos · CSE department

• Using Berkeley packet filter (BPF) to get TCP performance statistics. Implementing Reinforcement Learning techniques to better define the initial congestion window for every TCP
• session based on application requirements.

Mar 2022 – May 2023 · 1 yr 2 mos · CSE department

• Scrapping data parameters like track lengths, stations and train timetables from railway websites.Cleaning and arranging the extracted data. Standardising the terminologies and making segments in the track.Simulating the entire Southern Railway network of India in Python using the Simpy library and the scraped data. The simulation takes in various starting variables like cruise speed and signalling protocol, runs the scraped timetables on the infra and gives a log file of all activities.

May 2023 – Jul 2023 · 2 mos · Bengaluru, Karnataka, India · On-site

• Analysing the prepayment trends in wholesale loans. Modelling the prepayment probabilities using macroeconomic variables and loan-specic variables.Using survival analysis like Kaplan Meier, Cox regression and various others to estimate the credit risk.

Nov 2022 – Jun 2023 · 7 mos · Chennai, Tamil Nadu, India · On-site

• Spreading the importance of physical fitness and love for volleyball.
• Conducted Inter-Hostel sports, Schroeter 2023.
• Also organised fun weekend events and beginner's sessions.

May 2022 – May 2023 · 1 yr · Chennai, Tamil Nadu, India

• Implemented colouring of various routes for good visibility using OSRM API. Matching drivers with requests using a matching algorithm. Trying out various closed packings to the serviceable area and nally implementing hexagonal packing. Helping out the market research team with data from ride-sharing apps.

Nov 2021 – Jan 2022 · 2 mos · Chennai, Tamil Nadu, India

• Organised and coordinated events like data science symposium and rapid chess. Responsible for pitching to the top Data Science Researchers. Doing marketing activities for the Rapid chess event.

Sep 2021 – Mar 2023 · 1 yr 6 mos · Chennai, Tamil Nadu, India

• Mentored a group of 6 juniors from the UG21 batch to help them navigate academics, PORs, sports, and various other events.