Samarth Agrawal Email & Phone Number

Boston, Massachusetts, United States

New York, New York, United States

- Currently working with Tian Zheng on integrating diffusion models to stabilize hybrid ML/ physics-based climate simulations.- Pre-train on 100GB+ atmospheric datasets to enhance recognition of physical realism via “generative prior”.- Increasing robustness of ML emulators enables faster, cheaper, and less uncertain global climate modeling.

New York City Metropolitan Area

- Democratizing access to terabytes of climate data by ingesting scientific datasets from HPC clusters to publicly available cloud buckets. - Open source data engineering stack, including Apache Beam, Google Dataflow, and Dask- Participated in LEAP REU (research experience for undergrads) summer 2023. Presented independent project at Columbia Engineering and Science Research Symposium, July 26th.

Working under Dr. Gregory Davis in Emre Aksay Lab at Institute for Computational Biomedicine at Cornell Weill. Investigating how dynamics of neural circuitry underlie behavior of larval zebrafish. Employing unsupervised learning to find semantically meaningful representations of neural activity in the telencephalon brain region.

New York City Metropolitan Area

New York City Metropolitan Area

• Oversee onboarding, engineering training & event co-ordination for 50+ members in Uganda, Morocco & Ghana programs. Work with senior members to codify institutional knowledge. • Monitor and plan expansion of solar electrification project in Otubet Village, EWB Uganda. Will integrate onsite data into MATLAB Simscape Electrical to estimate future grid performance.

Massachusetts, United States

Boston, Massachusetts, United States

• Incorporated my own startup oriented on empowering data-driven climate activism. Activalytics tracks campaign performance and recommends value-aligned legislators to provide feedback on outreach.• Client: Sunrise Boston, 100s of statewide volunteers. • BayAreaHax, 5th/400+ participants. Developed backend logistic regression algorithm to predict likelihood of legislator support.

• Phone-banking, Text-banking, and content creation for social media “Meme Campaign” mobilized 1000s of voters and volunteers for pro-climate candidates and Renewable Grid legislation nationwide. • Aided creation and maintenance of legislator database project facilitating communication among MassPowerForward, a 200+ member coalition of MA environmental advocacy and industrial leaders.

Greater Boston Area

Local High school run 501c3 nonprofit to help fund cataract surgeries for the blind. EmpowerTheBlind promotes a bottom up sustainable approach, teaching communities to be self reliant by equipping local doctors to administer simple yet life changing cataract surgeries. Started as volunteer for 3 years fundraising before beginning to organize events. Manage teams of 10+ volunteers planning events. ETB has raised $7000 under my leadership, returning sight to dozens of people.