my work

On a mission to build tools that solve challenging problems through data collection, quantitative analysis, and scalable software solutions while guided by beauty.

Open Source Contributions

Contributor & Maintainer to pandas-dev/pandas, apache/airflow, apache/spark, and other projects.

Autodesk

Senior Software Engineer, Aug 2024 — Present

I work on Autodesk’s enterprise data and AI infrastructure, building tools and libraries that scale across teams and pipelines. My focus is on generative AI, data quality, and internal APIs that enable efficient, reliable workflows.

Key contributions include:
  • Architected and developed an enterprise-grade RAG library supporting 20+ LLMs and 10+ agentic behaviors, delivering a production-ready generative AI solution.
  • Engineered high-performance abstractions optimized for Autodesk’s data scale, reducing inference latency by 35%.
  • Developed and deployed a FastAPI interface serving 1000+ daily requests from 40+ teams.
  • Built a centralized Data Quality API in Python/Flask on AWS, serving 30+ teams and 1,000+ data pipelines, improving accuracy by over 30% and latency by 50%.
  • Mentored junior engineers and guided technical growth across the team.

SociVolta

Software Engineer, Jul 2022 — Jul 2024

SociVolta specializes in physical and financial electricity trading. I joined to improve their data operations, quantitative research and ML infrastructure.

I revamped the backend and ETL systems, enabling faster experimentation, higher throughput, and more accurate strategy simulations.

Specific projects included:
  • Migrated legacy pipelines to a lakehouse architecture, integrating 11 ISOs/50+ data sources in 3 months, saving approximately $100K annually.
  • Built a new ETL backend library supporting 800+ pipelines with minimal overhead.
  • Led a 5-person team post-layoffs, improving productivity, task management, and delivery.