Experience

OpenEvidence

• United States
• Software Development
• 1 - 100 Employee

• Machine Learning Engineer

  • Jul 2023 - Present

  Cambridge, Massachusetts, United States



Orbitax

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Machine Learning Engineer

  • May 2022 - Aug 2022

  Remote Designed a recommender system for a digital marketplace used by hundreds of tax professionals. Built prototype for a natural language generation system utilizing GPT-3 to automatically generate country-by-country summaries for ESG reporting.



Substrate AI

• Spain
• IT Services and IT Consulting
• 1 - 100 Employee

• Research Intern

  • Jan 2022 - May 2022

  Remote Researched usage of neural attention mechanisms in reinforcement learning agents on visual environments, improved performance on certain Atari environments by over 200%. Wrote pipeline to improve training/evaluation efficiency by 5x, deployed parallel GCP compute instances to automatically train and evaluate different agent architecture configurations.



Rensselaer Polytechnic Institute

• United States
• Higher Education
• 700 & Above Employee

• Undergraduate Researcher

  • Jan 2020 - Dec 2021

  Troy, New York, United States Developed NLP powered web-scraper to extract vector-borne disease data from thousands of outbreak reports in collaboration with NASA Goddard researchers, published and presented at IEEE Big Data Workshop. Authored research paper on improving tabular data-to-text generation using transformer neural networks, outperformed previous SOTA by over 10% on certain metrics. Curated tasks and trained baseline models for novel dataset on common-sense inference.



Rensselaer Center for Open Source

• Software Development
• 1 - 100 Employee

• Project Lead

  • Jan 2020 - Dec 2021

  Troy, New York, United States Led a team of over 15 developers from zero full-stack mobile or web dev experience to closed beta for smartrider, an open-source mobile/web app that consolidates all of RPI’s transportation services into a single location. Overcame a myriad of technical problems created by covid, including the complete restructuring of school transportation systems.



Software Engineering Institute | Carnegie Mellon University

• United States
• Software Development
• 700 & Above Employee

• Systems Developer

  • Jun 2020 - Aug 2021

  Remote Worked with Dr. Amit Vasudevan to develop the next-gen uberSpark toolkit for compositional verification of commodity system software. Developed hardware model abstraction to aid in automated program verification of hypervisor firmware. Converted open-source firmwares (TF-A/OpenSBI) to use uberSpark.



Deep North

• United States
• Software Development
• 1 - 100 Employee

• Summer Research Intern

  • Jun 2018 - Aug 2018

  San Francisco Bay Area Worked to develop and train facial recognition models for the WIDER Face Challenge 2018, scoring in the top 3 globally.