Jun 2023 – Aug 2024 · 1 yr 2 mos · San Jose, California, United States · On-site

• Enhanced TikTok’s Ads Ranking, GMV, and CTR prediction models by optimizing two-tower recommendation model architectures, significantly improving web related Ads revenue by 2.6% and TikTok shop related Ads revenue by 5.6%.
• Pioneered sparse training techniques for Large Language Models and Multi-modal Models, cutting CUDA resource use by almost 45% during fine-tuning. Utilized a wide array of transformer architectures including encoder, decoder, sequential attention, and parallel attention mechanisms to optimize model performance and scalability.

May 2022 – Aug 2022 · 3 mos · Mountain View, California, United States

• Building new features on the backend recommendation system that touch hundreds of millions of people around the world.
• Understanding complex ML workflows for scalable pipelines distributed across the globe.
• Worked on Ads Ranking algorithms which runs TikTok.

Aug 2022 – Dec 2022 · 4 mos · Bloomington, Indiana, United States

• Working under Prof. YY Ahn, Preetesh Kantak, and Baba Yara Fahiz for research on domain-topic network to extract insights on the approach of specific company towards specific economic situation

Aug 2021 – May 2023 · 1 yr 9 mos · Bloomington, Indiana, United States

• Office of provost creates content through videos, podcasts, newsletters, and documentaries. My role is to be with the team and to record interviews, b-rolls. I am also doing motion graphics design.

Aug 2021 – May 2023 · 1 yr 9 mos · Bloomington, Indiana, United States

• As a TA for I590: Data Visualization Course my responsibilities include preparing lesson plans, maintaining records, grading quizzes & assignments, and tutoring more than 50 students in the class about data visualization techniques and libraries in Python such as Seaborn, Matplotlib, VegaLite, Altair, and D3.js.
• As TA for I606: Network Science course, my responsibilities include creating new assignments, grade existing assignments and projects.

May 2020 – Aug 2021 · 1 yr 3 mos · Hyderabad, Telangana

• Worked on core AI products to simplify healthcare system at scale.
• Worked on automating Machine Learning Pipelines using DVC & CML.
• Built engine to extract & structure Information from Documents.

May 2019 – Sep 2019 · 4 mos · Gurgaon, India

• Working on pricing prediction and forecasting model for each possible origin and destination pair.
• Working on the explanatory model which can impact daily business profit and density distribution of the daily shipments.

May 2018 – Oct 2018 · 5 mos

• Created Complete Android Application for locating Pub, Bar and beverage shops around you.
• I have implemented algorithms for Face Detection, Text extraction from Image.
• I was involved in the management team and data analyst of the company during marketing and handling software development.
• Android App link on play store : \href{https://play.google.com/store/apps/details?id=com.muffito1.mobile

Nov 2017 – Dec 2017 · 1 mo · Ahmedabad Area, India

• FreeCopy is the Start up from Indian Institute of Management, Ahmedabad.
• I have changed the integration of the whole app from Google to Firebase.
• I learnt the efficient ways of Data communications like Retrofit, Eventbus etc.
• I experienced the real time start up.
• I learnt the Design thinking of UI on perspective of People.