Turning ideas into systems

I'm Utsa, a physicist turned data analyst and developer who fuses scientific rigor with creative problem‑solving. I build clean, reliable data tools, automation workflows, and technical solutions that make work simpler, faster, and more consistent.

About Me

I work with Python, analytics, and workflow automation to build tools and systems that are clear, reliable, and easy to maintain. My background in physics trained me to break down complex problems, think in systems, and care about precision — skills I now apply to data analysis, scripting, and process design.

I hold a BS in Physics from the University of Calgary, along with a Python Development Certificate from Mimo. I focus on writing clean, modular code and creating solutions that reduce manual work and deliver consistent results.

Projects

I build practical, modular projects with a focus on automation, data manipulation, and real‑world problem solving. Each system is designed to remove complexity, reduce manual work, and deliver consistent results.

Alpha Digest

Live

Automation  ·  Finance  ·  AI

Deployed GitHub Actions pipeline that tracks 25 top investors across SEC filings, crypto treasuries, commodities, and financial news, then publishes and emails an AI-summarized briefing every Monday.

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Cadence

Vanilla JavaScript · Web Audio API · GitHub Pages

Deployed browser-based clinical audio synthesis tool with eight evidence-backed modules, including 40 Hz GENUS, binaural beats, and notched pink noise for tinnitus. Every module links to its DOI or peer-reviewed source.

Second Brain

Python · Markdown · SQLite FTS5 · Git

Runs as a local-first agent memory layer shared by Claude Code and Codex. A canonical Markdown wiki, recall/remember CLI, and scheduled Git backups keep verified context durable across agents.

Sift Work Timer

Flutter · Dart · iOS · Android

Shipped as downloadable iOS and Android builds through GitHub Releases, with AltStore distribution for iOS. Automatic phase transitions, boundary alarms, and daily streak tracking keep sessions moving.

GitHub →

Job Application Automation

Python · LLMs · Web Scraping · Automation

Runs unattended twice daily via launchd, ingesting job alerts, scoring fit with an LLM, tailoring application documents, attempting browser submissions, and logging every application in SQLite.

n8n Automation Workflows

n8n · APIs · AI · Workflow Automation

Published importable n8n workflows for Discord AI agents and daily scheduled message analysis, combining Gemini, agent memory, structured outputs, and API integrations.

GitHub →

SQL Analytics Examples

SQL · Data Analytics · Database Design

Published executable SQL examples and a schema diagram covering table creation, joins, subqueries, grouping, and aggregation against a modeled company database.

GitHub →

Fraud Detection Pipeline

Python · Machine Learning · pandas · scikit-learn

Published a reproducible fraud-classification pipeline over 284,807 credit-card transactions. A class-weighted Random Forest reaches 96% precision and 74% recall with stratified evaluation.

GitHub →

Education

BS Physics

University of Calgary

Advanced calculus, linear algebra, numerical methods, data analysis, error analysis, statistical reasoning, systems modeling, experimental design

Python Development Certificate

Mimo

Core foundations, OOP, scripting, APIs, AI development, LLM toolbuilding

Get in Touch

Whether it's automation, data work, or systems design, I'm always open to collaborating or discussing new ideas. Feel free to reach out.