- Roblox, Jan 2025 – Present
- Project Advisor: This project aims to develop a proof-of-concept solution that can 1. Automatically extract key themes and insights from session transcripts. 2. Conduct sentiment analysis to gauge participant reactions. 3. Flag critical moments of confusion, frustration, or emerging usability issues that may otherwise be overlooked. 4. Provide recommendations for integrating existing AI/NLP/LLM tools into the workflow.
- Project Sponsor: Arvind KC (Chief People and Systems Officer)
- DigitalOcean, Jan 2025 – Present
- Project Advisor: This project aims to develop a user-friendly web interface that enables potential customers to upload receipts or invoices from major cloud computing providers (e.g., AWS, Azure, Google Cloud) and compare costs against DigitalOcean’s pricing. The system will leverage Large Language Models (LLM) for text extraction and processing, image recognition for parsing receipts, and a structured database to store and analyze pricing information.
- Project Sponsor: Bratin Saha (Chief Product and Technology Officer)
- LatentView, Jan 2025 – Present
- Project Advisor: This project aims to develop a robust analytical framework that empowers marketers to optimize their campaigns by providing deep insights into key metrics such as brand performance, product categories, campaign timelines, marketing channels, costs, revenues, and profits. By aligning marketing strategies with broader objectives, this framework ensures campaigns are highly efficient, impactful, and focused on delivering meaningful business outcomes.
- Project Sponsor: Prasun Velayudhan (Director, Global Business Unit Head)
- Teladoc Health, Jan 2023 – Present
- Project Advisor: Leading two projects involving AI, ML, NLP, and predictive modeling.
- Project Sponsor: Arnnon Geshuri (Chief People Officer)
- Jibu Inc., Jan 2024 – June 2024
- Project Advisor: Supervised a project predicting purified water demand using ML models and visualized data through Tableau dashboards.
- Project Sponsor: Antonia Nalunga (Chief Operations Officer)
- Intuitive Surgical Ltd, Jan 2023 – June 2023
- Project Advisor: Supervised a project Analyzing speech transcripts in the events of Earning’s Calls, investor conference,etc.
- Brandon Lamm (Sr Manager, Investor Relations)
- Amazon Web Services (AWS), Jan 2022 – Jun 2023
- Project Advisor: Supervised projects involving customer intelligence, earnings calls analysis, and ML applications on AWS SageMaker JumpStart.
- Project Sponsor: Swati Choksi (Senior Leader, Solutions Architecture), Bratin Saha (VP and GM at Amazon), Sanjiv Das (Amazon Scholar)
- Rubrik, Inc., Jan 2022 – Jun 2022
- Project Advisor: Supervised a project predicting pipeline to booking conversion ratios using ML models.
- Project Sponsor: Sham Reddy (Director of Data, BI & Advanced Analytics)
- Cloudera, Inc., Jan 2022 – Jun 2022
- Project Advisor: Supervised a project analyzing market segment penetration relative to competitors and using ML for opportunity sizing.
- Project Sponsor: Thibault Aimé (Director of Corporate Strategy)
- Adobe, Inc., Jan 2021 – Dec 2021
- Project Advisor: Supervised a project identifying customer cohorts with atypical product engagement patterns.
- Project Sponsor: Matt Bergstrom (Director of Product & Customer Analytics)
- Nuveen, A TIAA Company, Jan 2021 – Jun 2021
- Project Advisor: Supervised a project building cross-sell & retention models and life cycle analytics.
- Project Sponsor: Santanu Sengupta (Managing Director)
- Atollogy, Inc., Jan 2019 – Dec 2020
- Project Advisor: Supervised two projects, including dashboard development and ML model creation for license plate recognition.
- Project Sponsor: Rob Schoenthaler (CEO)
