Experience

Full-stack engineering experience building fast, reliable applications with TypeScript, Next.js, Python, and PostgreSQL. Production software with 458 signups across six continents, built with real-time features and data pipelines.

Professional Experience

Full-Stack Engineer

Breakout Study Tool

Berkeley, CA

Apr 2025 – Present

Built a Duolingo-style platform to learn a breakout stock-trading strategy with real charts and simulations. Shipped a production product with 458 signups across six continents through iteration with Reddit and X.com communities.

Key Achievements
  • ▸Built a Duolingo-style platform to learn a breakout stock-trading strategy with real charts and simulations
  • ▸Shipped a production product with 458 signups across six continents through iteration with Reddit and X.com communities
  • ▸Engineered interactive React/Next.js charting and drill flows
  • ▸Developed Python pipelines to ingest and normalize large-scale market data
  • ▸Designed analytics to track accuracy, performance metrics, and study behavior
  • ▸Implemented secure auth, rate-limited APIs, and CI/CD
Technologies Used
Next.jsTypeScriptReactPythonPostgreSQLCI/CD

AI Infrastructure Researcher

LLM Energy Benchmark

Berkeley, CA

Aug 2025 – Present

Initiated and built a measurement pipeline for the energy cost of LLM API usage, ingesting and cleaning large conversation datasets, replaying the extracted prompts against several hosted models, and recording power draw with CodeCarbon while engineering 30+ linguistic features per prompt.

Key Achievements
  • ▸Measurement scope: the CodeCarbon tracker runs on the local client during each remote API call, so it captures client-side power draw across the request window, not provider-side inference energy, which these APIs do not expose
  • ▸Result was null: across 20,709 measured API calls spanning three models, no prompt characteristic predicted client-side energy, with the strongest correlation at r = 0.027 (prompt length in characters)
  • ▸Request duration dominated the measurement (r = 0.44), which is the expected behavior for a client-side tracker and explains the absent prompt-feature signal
  • ▸The negative result runs against the project's original hypothesis and is reported as such
Technologies Used
PythonCodeCarbonNLPMachine LearningData AnalysisResearch

Full-Stack Developer

North Central Ohio Pollinator Pathway & Sustainable Delaware Ohio

Columbus, OH

Jan 2024 – Aug 2024

Sole developer for 2 local environmental organizations, leading technical decisions with non-technical leaders. Owned development and deployment with a focus on reliability and maintainability.

Key Achievements
  • ▸Sole developer for 2 local environmental organizations, leading technical decisions with non-technical leaders
  • ▸Owned development and deployment with a focus on reliability and maintainability
  • ▸Built secure auth, analytics, and cloud deployments to improve visibility and trust
Technologies Used
Next.jsTypeScriptReactAuthenticationAnalyticsCloud Deployment

Data & Product Intern

necoTECH

Columbus, OH

May 2023 – Sept 2023

Worked as a Data & Product Intern focused on identifying and solving real business problems through scripting, internal tools, and process improvement.

Key Achievements
  • ▸Automated Python-based lead tracking and data workflows, reducing manual effort by ~50%
  • ▸Improved CRM reliability by consolidating fragmented processes and downstream integrations
  • ▸Designed proposal pipelines and marketing workflows adopted across multiple teams
  • ▸Collaborated cross-functionally and learned directly from experienced mentors, including the CEO
Technologies Used
PythonPandasData AnalysisProcess AutomationCRM

Leadership & Community Impact

President

Student Climate Action Team

Delaware, OH

Oct 2022 – Sep 2023

Led a student-run environmental group, coordinating strategy, events, and community partnerships. Started the organization and grew it to 20 active members through outreach and leadership.

Key Achievements
  • ▸Led a student-run environmental group, coordinating strategy, events, and community partnerships
  • ▸Started the organization and grew it to 20 active members through outreach and leadership
  • ▸Built the website from scratch to centralize events, announcements, and volunteer sign-ups
  • ▸Eagle Scout: led 100 volunteers on a community trail expansion project
Skills Applied
ReactWeb DevelopmentCommunity OrganizingLeadership

Technical Expertise

Development

  • • Fullstack Web Development
  • • Backend Architecture
  • • API Integration
  • • Database Optimization
  • • Performance Engineering

Data & ML

  • • Machine Learning
  • • Data Analysis
  • • Statistical Modeling
  • • Risk Analysis
  • • Quantitative Research

Business

  • • Process Automation
  • • Strategic Analysis
  • • Client Management
  • • Product Lifecycle
  • • Data-Driven Decisions

Let's Work Together

I'm actively seeking opportunities in full-stack engineering, AI/ML research, and production software development. I bring proven experience building fast, reliable applications with real-time features and data pipelines, with 458 signups across six continents.

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