May 2023 – Aug 2023 · 3 mos · Kitakyushu, Fukuoka, Japan · On-site

• 1. Working on evaluating performance of gait-assistive devices for Parkinson patients using Topological Data Analysis
• 2. Approximated the underlying gait manifold of healthy adults and Parkinson patients using Persistence Homology
• 3. Developed topological features such as persistence entropy, persistence landscape and projection techniques such UMAP, t-SNE to get a classification accuracy of 71% in distinguishing between subject groups using limited gait-data of 30 seconds.
• 4. Designing experiments to identify key gait parameters improved by using assistive devices.

May 2022 – Jul 2022 · 2 mos · Mumbai, Maharashtra, India · On-site

• Received Pre-Placement Offer (PPO) for performance during internship.
• Worked in a team of 4 to provide quantitative strategy suggestions for market penetration and growth to a K-12 international
• school provider in the Latin-American (LATAM) market.
• Received a a pre-placement offer (PPO) to join as a full-time employee upon graduation for exemplary performance. My role at LEK involved the following:
• Carried extensive primary research and calls with senior management of competitor schools to identify market trends
• Performed fee-point, drive-time & sentiment analysis using Van Westendorp model & Alteryx to project market capture

Mar 2022 – Apr 2023 · 1 yr 1 mo

May 2021 – Oct 2021 · 5 mos

• 1. Model production line of 2, 3 4-Amionbenzotrifluoride(ABTF) on Aspen Plus, identified key bottlenecks and increased production by 14% in an economically feasible manner
• 2. Developed VLE data for isomeric mixture through experimental data using a regression model
• 3. Reduced batch time of by of 3,4- ABTF distillation column by 59%

Apr 2021 – Jun 2023 · 2 yrs 2 mos

Apr 2021 – Jun 2023 · 2 yrs 2 mos

Jan 2021 – Apr 2021 · 3 mos

• 1. Assisted professors in ensuring smooth conduction of course by conducting weekly quizzes and grading them
• 2. Mentored 40+ students and helped resolve doubts and improved concept clarity through weekly tutorial sessions

Apr 2021 – Jun 2022 · 1 yr 2 mos

Jun 2020 – Mar 2021 · 9 mos

Jan 2021 – Mar 2021 · 2 mos

• 1. Developed a face recognition system which detects faces on livevideo feed by using Haarcascade classifiers
• 2. Implemented pafy to retrieve YouTube metadata and implement pre-trained caffe model for age and gender detection
• 3. Used data sampling techniques such as Center Crop and Over-Sampling to improve model performance & accuracy