My Work
Portfolio spanning federal financial management, data science, AI/ML research, and full-stack engineering.
Federal Finance
2 projectsBudget Matter — Federal Budget Analysis Tool
Interactive visualization and analysis platform for federal budget data, OMB submissions, and DoD financial reporting. Built to demonstrate federal financial management expertise.
FIAR Audit Readiness Dashboard
Real-time dashboard tracking Financial Improvement and Audit Readiness (FIAR) metrics, control deficiencies, and corrective action plans for DoD financial statements.
Data Science
2 projectsDoD Budget Execution Forecasting Model
Time series forecasting model using Prophet and ARIMA to predict federal budget execution rates and identify obligation patterns across appropriation accounts.
IBM Data Science Professional Certificate
End-to-end data science pipeline including data wrangling, EDA, machine learning, and visualization. Applied to federal financial dataset analysis.
AI & ML
3 projectsML AI Knowledge Hub (mlaithing.vercel.app)
Comprehensive machine learning reference with 8+ algorithms (Logistic Regression, SVM, Random Forest, SGD, KNN, Naive Bayes, K-Means, GMM), complete evaluation metrics guide, clustering techniques, and production AI agents framework with ReAct pattern. Real-world DoD/federal use cases throughout.
Google/Kaggle AI Agents Intensive — Capstone
Multi-day intensive on agentic AI systems including function calling, tool use, RAG architectures, and agent orchestration. Completed Nov 2025 with Kaggle certification.
Federal Policy NLP Analyzer
NLP pipeline to extract key requirements, deadlines, and metrics from OMB circulars and DoD financial management regulations. Uses transformer models.
Full Stack
2 projectsAI-Powered Portfolio (petershang.vercel.app)
Full-stack portfolio with agentic Gemini 2.5 AI assistant using Google Search grounding, PostgreSQL, Gmail SMTP notifications, and dark/light theme. Built with Next.js 15, React 19, TypeScript.
MyThing — Personal Knowledge Platform (shangthing.vercel.app)
Personal digital garden and knowledge management system with private notes, AI summarization, tech trend aggregation, and federal finance knowledge base.
More on GitHub
29+ repositories — open source tools, experiments, and scripts
Peter's AI Agents
Portfolio · Tech · DoD Policy · Notes
Agent Hub