Modern software development and AI systems to build robust, scalable solutions.
GPT-5.2 for compliance analysis, document processing, and intelligent workflow automation
Claude 4.5 Opus, Sonnet & Haiku for advanced reasoning and regulatory analysis
Gemini Pro 3 for multimodal analysis and document understanding
LLM orchestration framework for building AI-powered applications
Agent workflows for multi-step reasoning and complex task execution
AI-powered coding assistant for accelerated development
Architecture pattern for feedstock discovery, CI calculations, and supplier scoring
Open-source ML models and transformers for NLP, embeddings, and fine-tuning
User authentication and identity management
Payment processing and subscription management
Core programming language for backend services and data processing
REST API framework (port 8000) for high-performance async APIs
ASGI server for running FastAPI applications
Data validation and settings management using Python type annotations
Serverless functions for data pipelines and automated processing
Primary relational database for persistent data storage
ORM for database models and query building
Database migrations and schema versioning
Geospatial queries with PostGIS extensions
PostgreSQL with Row-Level Security for secure data access
Live dashboard updates and real-time data synchronization
Background task processing with scheduled tasks (daily/weekly/monthly)
Message broker & caching for task queue and session management
Scheduled database jobs (4x daily refreshes)
Async HTTP requests from Postgres for external API calls
Workflow automation and process orchestration across Microsoft 365 and Azure
Enterprise business intelligence with interactive dashboards and reports
Document management, collaboration, and enterprise content services
Interactive web dashboard for data exploration and insights
Charts & interactive visualizations
Geospatial maps and location-based visualizations
Interactive mapping & zone overlays
Data manipulation and analysis
Geospatial data processing and analysis
Numerical computing and array operations
Zone, sqft, lot ratio & proximity analysis for property evaluation
Distance calculations, routing, and geocoding
Energy pricing data from the U.S. Energy Information Administration
Market data and financial information
REST APIs for facility permits, inspections, violations, and pollutant data
Environmental justice and demographic indicators at block-group level for EJ & siting screens
ArcGIS REST services for zoning, utilities, sewer, and municipal open data
Petroleum prices, diesel series, and fuel market data for analysis & brokerage tools
OpenAQ, AirNow, AQICN, and state DEQ feeds for community impact monitoring
API marketplace for third-party data integrations
Serverless and managed platforms — no traditional servers to maintain. Pay for compute time, not idle resources.
Enterprise cloud platform for compute, storage, AI services, and security
Local services orchestration (PostgreSQL, Redis)
Source control and collaboration
Serverless hosting with on-demand API routes and edge functions
Dashboard hosting (in progress)
Collaborative cloud IDE for rapid prototyping and deployment
Infrastructure platform for deploying and scaling applications
Unified analytics platform for data engineering, data science, and business intelligence
Unified data lake with automatic governance and security inheritance
I don't believe in one-size-fits-all solutions. Every project starts with understanding your needs, then selecting the best combination of technologies to deliver results efficiently.
Whether it's a lightweight automation in Excel, a full-stack web application, or a custom AI agent, the goal is the same: clarity, reliability, and systems that work.