Work

Case Studies

Real systems we have designed, built, and deployed. Outcomes first.

Security & Computer Vision

AI-Powered Video Management System

Enterprise security client · 12 weeks

A full-stack video surveillance platform replacing a legacy enterprise system. Includes multi-camera orchestration, real-time AI object detection, motion analysis, and an automated alerting pipeline.

Outcomes

85% reduction in manual monitoring time
Real-time detection latency under 200ms
Full codebase ownership — no vendor lock-in
Deployed on-premises with zero cloud dependency

Stack

DjangoReactYOLOv8MediaMTXHLS/WebRTCPostgreSQL

Data Intelligence Platform

Multi-Source Data Analysis & Forecasting Pipeline

Enterprise operations team · 10 weeks

A production-grade data pipeline that ingests structured and semi-structured data from multiple operational systems, unifies and normalizes it into a centralized analytics layer, and applies AI/ML models for forecasting, anomaly detection, and performance optimization — built for real-time decision environments.

Outcomes

Unified ingestion across APIs, databases, and flat-file sources
Automated data normalization and validation layer
ML-driven forecasting and anomaly detection in production
Operational dashboards with real-time model outputs

Stack

PythonFastAPIPostgreSQLpgvectorscikit-learnDocker

Business Automation

Agentic Business Operating System

Small-to-medium business platform · 10 weeks

A multi-agent AI platform built for mainstreetassist.com that automates CRM updates, client follow-ups, appointment scheduling, review requests, and operational workflows through a single conversational interface.

Outcomes

12+ automated actions per active user per day
Zero missed follow-ups on qualified leads
Full workflow visibility with audit trail
Weeks from prototype to production deployment

Stack

DjangoNext.jsLangChainPostgreSQLOpenAITwilio

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