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Our Work

Case Studies

Systems we designed, built, and shipped. From booking platforms to AI tools to developer utilities.

Marine Services / Custom Business Platform + SEO & Analytics

Bloodline Charters

Full-stack booking platform for a Cape Cod charter fishing operation

Next.jsTypeScriptSupabase

The Challenge

A Cape Cod charter fishing captain was managing his entire operation through phone calls, text messages, and a basic website builder. During peak season, he was losing bookings to scheduling conflicts, spending hours on admin instead of the water, and had zero visibility into his business performance.

What We Built

We built a complete operations platform from scratch: a public-facing site with trip information, real-time availability calendar, and inquiry forms, all backed by an admin dashboard with a full booking pipeline, automated email notifications, gallery management, and business analytics. The system integrates NOAA tide data and weather APIs for cancellation predictions and optimal trip timing.

Key Deliverables

+Increased traffic and click-through rates within one week of launch
+39 API endpoints powering the full operation end-to-end
+Automated booking pipeline: inquiry → deposit → confirmed
+Tide and weather integration for trip planning
+Admin dashboard replacing all manual phone/notebook tracking
+Full SEO implementation with structured data markup
Next.jsTypeScriptSupabaseNOAA APIResend

B2B Construction Materials / AI-Powered Tools + Cross-Border

PJCS RAG System

Trilingual AI product advisor bridging Chinese manufacturing and Latin American construction

PythonFastAPIChromaDB

The Challenge

A Chinese waterproofing materials manufacturer needed to help Latin American contractors find the right product for their specific application, substrate, and budget across three languages, without calling a rep.

What We Built

We built a RAG-powered product intelligence system: an AI chat that answers natural-language questions about the full waterproofing catalog, a 5-step guided product finder (application, substrate, scale, budget, recommendation), and a filterable catalog. The system uses hybrid search combining ChromaDB vector embeddings with BM25 keyword matching and reciprocal rank fusion across all three languages.

Key Deliverables

+Trilingual support across UI, backend, and documents (EN/ZH/ES)
+Hybrid search: ChromaDB + BM25 + Reciprocal Rank Fusion
+5-step guided product wizard with smart recommendations
+Audience modes: buyer vs. professional installer
+Graceful degradation when AI is unavailable
+Deployed on Railway with auto-deploy from GitHub
PythonFastAPIChromaDBGPT-4o-miniRailway

Developer Tools / AI-Powered Tools

DocProc PDF Toolkit

18-pipeline document processing suite with RAG-powered assistant and 248 automated tests

PythonFlaskChromaDB

The Challenge

Document processing is fragmented across dozens of tools, each requiring you to upload sensitive files to a third-party server. We needed processing power without the privacy exposure.

What We Built

A privacy-first document processing suite with 18 registered pipelines, all running locally. PDF operations (compress, merge, split, rotate, watermark, protect), image operations (resize, convert, AI background removal), and a RAG-powered AI chat where you describe what you need in natural language and the system generates and executes deterministic processing plans. Built as an internal tool with potential for client customization.

Key Deliverables

+18 document processing pipelines in a single suite
+248 automated tests ensuring reliability across all pipelines
+AI chat: describe tasks, auto-generated execution plans
+RAG engine for document Q&A with hybrid BM25 + TF-IDF
+Privacy-first: everything runs locally, zero cloud uploads
+Packaged as standalone .exe for non-technical end users
PythonFlaskChromaDBOpenCVONNXSQLite

Your project could be next.

Tell us what you need built. We'll tell you how we'd approach it.