Experience

Comprehensive experience spanning professional development, quantitative research, and leadership initiatives with measurable impact across technology, finance, and sustainability sectors.

Professional Experience

Full stack developer (Freelance)

Independent

Remote

January 2024 - Present

Shipped three client projects end-to-end using Next.js with TypeScript; worked directly with stakeholders from scope to launch. Built and launched Breakout Study Tool (breakouts.trade), a revenue-generating trading education platform with subscription-based monetization.

Key Achievements
  • ▸Shipped three client projects end-to-end using Next.js with TypeScript; worked directly with stakeholders from scope to launch
  • ▸Built and launched Breakout Study Tool (breakouts.trade), a trading education platform I use daily, featuring subscription-based monetization with free and premium tiers for user access
  • ▸Developed X (Twitter) scraper to generate leads and identify potential users interested in breakout trading patterns, automating lead generation to support platform growth
  • ▸Implemented authentication where needed (NextAuth.js) and integrated analytics APIs to monitor usage, guide content updates, and track user engagement across all projects
  • ▸Optimized for performance, accessibility, and reliability; containerized with Docker and deployed/maintained on DigitalOcean with GitHub for source control
  • ▸Designed full-stack architecture for Breakout Study Tool using React 19, Express/tRPC API, Python/FastAPI data processing, and Supabase/Prisma database in a Turborepo monorepo
  • ▸Delivered real outcomes: built and launched a site for an environmental nonprofit that now actively serves community visitors (example: northcentralohiopollinatorpathway.org), and created a revenue-generating trading education platform that I personally use and maintain in production
Technologies Used
Next.jsTypeScriptReact 19ExpresstRPCFastAPIPythonSupabasePrismaDockerDigitalOceanGitHubNextAuth.jsTurborepo

Intern

necoTECH

Delaware, OH

May 2023 - September 2023

Delivered a repeatable, company-wide process for consistent outreach and timely proposal prep, helping the team identify and pursue government contracts and partnerships.

Key Achievements
  • ▸Tracker: Centralized contract/lead management in a single Google Sheets/Excel pipeline; defined stages & ownership; added Apps Script dedupe/status nudges
  • ▸Strategy + mentorship: Co-developed the initial marketing playbook (social, networking, outreach templates) with founders and two mentors, including an experienced entrepreneur who coached me on startup ops, cash flow, and go-to-market
  • ▸Gov contracts: Built Python (pandas) scripts to surface/structure government procurement opportunities; cleaned/tagged opportunities and fed prioritized leads into the tracker
  • ▸Outcome: Delivered a repeatable, company-wide process for consistent outreach and timely proposal prep, helping the team identify and pursue government contracts and partnerships
Technologies Used
PythonPandasGoogle SheetsApps ScriptData Analysis

Research Experience

LLM Energy Benchmark Research

UC Berkeley - Data Science & NLP

Berkeley, CA

Ongoing

Built an end-to-end pipeline for measuring energy consumption across LLM models (OpenAI GPT-4o-mini, Groq Llama-3.1-8b, Mistral Large) using CodeCarbon. Research paper currently in publication process.

Key Focus Areas
  • ▸Built an end-to-end pipeline for measuring energy consumption across LLM models (OpenAI GPT-4o-mini, Groq Llama-3.1-8b, Mistral Large) using CodeCarbon
  • ▸Implemented streaming data collection from LMSYS Chat 1M dataset, prompt extraction with validation, and multi-API integration with exponential backoff retry logic
  • ▸Engineered 30+ linguistic features using spaCy, NLTK, and textstat, including syntactic complexity, sentiment, readability, and topic/concept density
  • ▸Analyzed relationships between prompt characteristics and energy efficiency, developing metrics for tokens-per-second, energy-per-token, and latency analysis
  • ▸Research paper currently in publication process
Technologies Used
PythonCodeCarbonspaCyNLTKtextstatNLPMachine LearningData AnalysisResearch

Leadership & Community Impact

Founder and President

Student Climate Action Team (SCAT)

Delaware, OH

January 2023 - August 2024

Founded and led a 10-person team; organized ~30 policy-focused events (~30 attendees on average).

Key Achievements
  • ▸Founded and led a 10-person team; organized ~30 policy-focused events (~30 attendees on average)
  • ▸Partnered with Sustainable Delaware Ohio and campus groups to support outreach for a city policy projected to reach ~10,000 households (per city/NGO estimates)
  • ▸Built and maintained a lightweight React website to centralize resources and sign-ups
  • ▸Presented initiatives to City Council; work received local media coverage
Skills Applied
ReactWeb DevelopmentCommunity OrganizingPolicy Advocacy

Eagle Scout

Schultz Elementary Environmental Project

Delaware, OH

October 2023

Coordinated ~100 participants to extend woodland/trail access with signage and trail markers; managed ~$1,000 materials budget and stakeholder approvals (Board of Education, community partners).

Key Achievements
  • ▸Coordinated ~100 participants to extend woodland/trail access with signage and trail markers
  • ▸Managed ~$1,000 materials budget and stakeholder approvals (Board of Education, community partners)
  • ▸Demonstrated leadership, project management, and community service
Eagle Scout - Schultz Elementary Environmental Project

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 quantitative finance, AI/ML research, and fullstack development. I bring proven experience delivering measurable results across technical projects, from optimizing systems to building production applications.

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