Work Experience

Current Position

AI/ML Data Engineer

RoundHouseOne | San Francisco, CA | August 2024 - Present

Working on data engineering and machine learning solutions for urban management.

  • Designed and implemented data pipelines for visualizing spatial data of buildings, enhancing decision-making processes for urban management using LLMS and LLM Agents
  • Developed a streamlined framework for data ingestion that leverages metadata to increase data confidence and improve data quality
  • Worked with government agencies to optimize space use with environmental and cultural data

Previous Experience

Software Engineer

Pi Network - Social Chain | Palo Alto, CA | June 2022 - November 2023

Led development of Brainstorm, an app development platform with significant user base.

  • Led a three-person team to develop Brainstorm, an app development platform with 100k daily users
  • Reduced server cost by 90% by implementing more efficient Mongo queries and refactoring
  • Primary BE engineer for GDPR compliance and the Brainstorm PI network application

DARE Undergraduate Researcher

RISE Lab | Berkeley, CA | November 2020 - September 2021

Research work in machine learning and time-series data analysis.

  • Classified lightcurves using machine learning techniques such as neural ODEs and transformers to create latent space representations of time-series data

Software Engineer Intern

BigFix - HCL | Emeryville, CA | May 2020 - August 2020

Worked on ETL pipelines and customer analytics.

  • Created an ETL pipeline for digesting and analyzing server activity using the Elastic Stack
  • Developed an application to auto-identify inactive customers, improving customer retention

Cofounder

Calypso | Berkeley, CA | August 2019 - December 2020

Developed a blockchain-based loan platform.

  • Worked in a five-person team to create a borrower-first loan platform to find competitive rates & terms using blockchain and a novel reverse-auction matching process
  • Conducted user testing and developed the user interface and data dashboards
  • In the Spring 2020 cohort of the Berkeley Blockchain Xcelerator and SkyDeck Hotseat Accelerator

URAP Undergraduate Researcher

UC Berkeley School of Information | Berkeley, CA | September 2019 - January 2021

Research work in social network analysis and data processing.

  • Utilized phone records to construct social networks and detect migrations from 5 billion calls
  • Created and optimized code to generate and process migration metrics from 5 terabytes of data

Data Engineer Intern

Fidelity Investments | Dallas, TX | June 2019 - August 2019

Worked on cybersecurity and data analysis projects.

  • Worked with cybersecurity teams to generate security reports using Tableau, SQL, and Pandas
  • Created software to detect errors between databases with automated scripts in Python
  • Used natural language processing to detect and fix information in databases

Education

M.S. in Electrical Engineering and Computer Science

University of California, Berkeley | Concentration in Machine Learning

B.A. in Computer Science, B.A. in Applied Mathematics

University of California, Berkeley | Concentration in Data Science

Distinctions: EECS Honors Program

Member of Upsilon Pi Epsilon, IEEE UC Berkeley Chapter, and ASCE UC Berkeley Chapter

Technical Skills

Programming Languages

  • Python
  • Ruby
  • Java
  • React
  • Matlab
  • SQL
  • LaTeX
  • Typescript

Machine Learning & Data Science

  • TensorFlow
  • Keras
  • Pytorch
  • Scipy
  • Apache Spark
  • Pandas
  • Numpy

Services & Tools

  • Git
  • Mongo Atlas
  • ArgoCD
  • NewRelic
  • Tableau