Experience

May 2025 - July 2025 --- London

May 2024 - July 2024 --- Bangalore

• Worked on Amazon's Large Language Model Olympus and improved its instruction following ability

• Implemented Classifier-free Guidance method to enhance focus on key parts of user queries and system prompts, optimizing the balance between conditional and unconditional probabilities using a hyper-parameter

• Evaluated the performance of Olympus and some open source models on various single and multi-turn datasets

July 2024 - Present

• Research Work under Prof. Ajit Rajwade, IIT Bombay

• Improving on the current viral load estimators used in compressed sensing pool testing methods for RT-PCR

• Utilizing Bayesian inference to estimate distributions of infected samples and errors in their testing parameters

• Using combinatorial group testing and compressed sensing to improve upon algorithms for deconvoluting pooled tests

Dec 2024 - Present

June 2024 - Present

• Selected via a rigorous procedure of SoP, Peer Reviews, and Interviews to be part of a team of 37 out of 90 applicants

• Guiding sophomores on academic and extra-curricular decisions and helping them navigate their curriculum

July 2024 - Dec 2024

• Instructed sophomore students, offering guidance and support both during tutorials and doubt solving sessions

• Collaborated with the professor in creating weekly quizzes, exams, assignments, practice problems and tutorial notes and grading

May 2024 - August 2024

• Instructed a group of 25 students for Competitive Programming and provided them the appropriate resources and problems for Dynamic Programming, Sorting, Greedy, Graphs, Trees, Range and String Algorithms

Dec 2023 - May 2024

• Instructed a cohort of 50 freshman students, offering guidance and support both during tutorial and lab hours

• Collaborated with the professor in creating labs, exams, autograders, quizzes, practice problems and tutorial notes

November 2023 - January 2024

• Provided mentorship to a team of 10 students for a data analysis project involving Python and MATLAB, guiding them in presenting results on a personal website through HTML, JavaScript, and CSS integration

Aug 2023 - Dec 2023

• Guided and instructed a group of 40 freshmen students enrolled in a semester-long calculus course

• Actively collaborated with the professors to ensure the seamless and effective execution of the course