ENGINEERING ARCHITECTURE

Selected Projects & Case Studies.

A deep look at our engineering thinking, architectural challenges, and systems we design across computer vision, CRM automation, and AI workflows.

FEATURED TECHNICAL CASE STUDY

Aervion — Smart Aerial Navigation System

Applied computer vision and drone flight control project enabling target identification, click-to-lock tracking, and autonomous following.

Key Engineering Breakthrough: Decoupled expensive deep learning vision inference from high-frequency (50Hz) PID flight stabilization using asynchronous worker threads.

Python OpenCV DJI Tello SDK Streamlit PID Control
Read Full Case Study Breakdown ↗
Decoupled Threads Isolates video processing from critical flight loops
Face Lock & Follow Click-to-lock target bounding box algorithm
Interactive HUD Streamlit flight cockpit with emergency failsafes
CRM & REVENUE AUTOMATION

GoHighLevel Multi-Channel Lead Pipeline

Designed an automated revenue operations system integrating marketing channels with GoHighLevel CRM to eliminate lead slippage and accelerate first-response times.

Architecture Highlights
  • • Webhook listeners bridging custom forms directly to GoHighLevel
  • • OpenAI API intent classification scoring lead urgency
  • • Automated pipeline assignment & dynamic calendar booking links
  • • Automated SMS/Email nurturing with missed-call triggers
Technologies Used
GoHighLevel API · n8n · OpenAI API · Webhooks · PostgreSQL
Discuss Similar System →
AI AGENTS & RAG

Internal Knowledge Retrieval & Workflow Copilot

Built an internal AI copilot for operational teams to query standard operating procedures, extract structured data from technical manuals, and trigger workflow webhooks.

Architecture Highlights
  • • Semantic search index using chunked vector embeddings (pgvector)
  • • Hybrid BM25 keyword + dense vector retrieval
  • • Deterministic tool-calling guardrails preventing hallucination
  • • Automated policy citation with direct source references
Technologies Used
Python · FastAPI · OpenAI API · pgvector · LangChain · Next.js
Discuss Knowledge Systems →
API & SYSTEM INTEGRATION

Event-Driven ERP & Database Synchronization

Architected a fault-tolerant integration middleware connecting disparate third-party SaaS platforms with central relational databases.

Architecture Highlights
  • • Idempotent event ingestion preventing duplicate records
  • • Automated exponential backoff retries with dead-letter alerts
  • • Bidirectional data consistency across billing and CRM
  • • Real-time operational health telemetry logging
Technologies Used
Python · FastAPI · Redis Queue · PostgreSQL · Docker · REST APIs
Discuss Integration Architecture →
HAVE A COMPLEX ARCHITECTURE CHALLENGE?

Let's build a reliable system together.

Whether you need autonomous computer vision or GoHighLevel CRM automation, we're ready to engineer it right.

Start a Project →