Work

Projects & Experience

Experience

Machine Learning Engineer

DocuSign · Seattle, WA

2025 – Present

Owned end-to-end AI features across backend, ML pipelines, and React/TypeScript interfaces serving 10,000+ DocuSign IAM users.

  • Built scalable Python/.NET backend APIs integrating intelligent parsing into transactional workflows
  • Led RESTful services for contract summarization and rule-matching; improved processing accuracy from 84% to 93% via A/B testing
  • Architected CI/CD pipelines for high-availability LLM deployments; cut MTTR by ~40% via Docker + Grafana monitoring
Python .NET React TypeScript LLM Docker Grafana CI/CD

Software Engineer

Microsoft — Xbox · Redmond, WA

2023 – 2025

Engineered distributed microservices for global Xbox platform infrastructure with 99.9% uptime across mission-critical services.

  • Built 12+ scalable microservices; reduced production incidents from 50+ to 1–2 per week
  • Automated multi-cloud infra (AWS + Azure) with Terraform + Docker + Kubernetes across 3 regions; cut deployment time 60%, infra cost 27%
  • Architected LLM/SLM content moderation pipelines via Kafka + Spark; reduced violation response time from hours to under 2 minutes
Python C# .NET Kubernetes Terraform Docker AWS Azure Kafka Spark LLM/SLM

Software Engineer Intern

Microsoft — Azure Space · Atlanta, GA

2022

Full-stack spacecraft contact visualization platform scaled to 40+ billion data points at 99.9% uptime.

  • Built TypeScript/ReactJS/Redux + Python REST platform; reduced PM workflow time by ~30%
  • Deployed multi-page Azure web app for real-time statistical visualization across 5+ mission teams; cut manual reporting ~50%
Python TypeScript React Redux Azure REST APIs

Software Engineer Intern

ADP · Alpharetta, GA

2021

Spring Boot microservices for high-concurrency tax reporting and security compliance across 15+ states.

  • Improved backend processing throughput by ~35%
  • Optimized 20+ SQL queries; cut avg query time ~30%, reduced critical security vulnerabilities ~40%
  • Automated quarterly Security Vulnerability Scans across 3+ compliance frameworks; cut manual reporting ~50%
Java Spring Boot SQL SciPy Security

Projects

Rainshadow AI

Latest
2026 – Present

Co-Founder & ML Engineer

CV and LLM-powered iOS productivity app for ADHD task-assistance. Real-time computer vision pipelines and backend inference on AWS. Token-efficient LLM orchestration layer.

  • Anthropic startup partner — selected 2026
  • GT Create X Summer 2026 cohort
  • 80 beta users acquired
Computer Vision LLM AWS iOS Swift ADHD Tech

BrewAI

2026

Hackathon Project

Brewery management system built with Temporal workflows for durable orchestration, presented at Replay 2026.

  • Presented at Replay 2026 (Temporal conference)
  • Durable workflow-based brewery ops using Temporal
Temporal Go Workflow Orchestration LLM Hackathon

FridgeSnap

2020 – 2021

Personal Project

CV-based iOS app that identifies fridge contents via camera, manages expiration dates, and recommends recipes from available ingredients.

  • Real-time ingredient detection from fridge photos
  • Expiration date OCR + calendar alerts
  • LLM-powered recipe recommendation engine
Computer Vision iOS Swift CoreML Recipe Recommendation

GT SALT Lab — Disfluency & Bias Detection

2019 – 2022

Research Assistant

ML models for data augmentation achieving SOTA in disfluency detection. Bias detection and mitigation using XLNet, GPT-2, GPT-J, TNLG. Custom React dashboard for job-category equity scoring.

  • SOTA disfluency detection (EMNLP 2020)
  • Custom equity scoring dashboard
  • GPT-powered therapeutic chatbot API
XLNet GPT-2 GPT-J TNLG React NLP Bias Detection

Leaf Learning

2020 – 2021

Co-Founder, Frontend Dev & UI Designer

Among the first EdTech platforms to ship AI-enabled features. NLP/LLM-powered auto-complete backend on AWS. Full-stack iOS + React frontend.

  • 500+ student users; ~40% reduction in note-taking time
  • Real-time GPT-J inference at scale on AWS
GPT-J NLP AWS Swift React EdTech

MangaDex iOS

2019 – 2022

Personal Project

Native iOS manga reader app integrating the MangaDex API. Offline reading, chapter tracking, custom reading modes, and library management.

  • Full offline reading support via Core Data
  • Custom reading modes and page caching
iOS Swift REST API UIKit Core Data

Mozilla Hubs Avatar — 3D Modeling & Animation

2019 – 2020

Augmented Environment Lab, Georgia Tech

3D avatar modeling and animation pipeline for Mozilla Hubs VR environments. Rigged, optimized avatars for social VR experiences within GT's Augmented Environment Lab.

  • Avatars deployed in GT's Mozilla Hubs VR spaces
  • Optimized polygon budget for real-time WebXR rendering
Blender 3D Modeling Rigging Mozilla Hubs WebXR VR

Advisory & Publications

  • Anthropic Startup Partner

    2026

    Anthropic

    Selected as an Anthropic startup partner through Rainshadow AI.

  • GT Create X

    2026

    Georgia Tech

    Accepted into Georgia Tech's premier deep-tech startup accelerator cohort.

  • Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection

    2020

    EMNLP 2020

    Accepted by EMNLP 2020; presented remotely.

  • On Measuring Historical Changes in Gender Stereotypes Towards Women in STEM

    2022

    GT SALT Lab

    Research paper analyzing historical bias shifts in LLM-generated language across decades.