02 / Selected work
Ideas made tangible.
A mix of AI automation, edge computing, security operations, performance web, and practical business systems. Each case study is framed around what changed for the client.
IoT Preventive Care
MediTwin
First author of an AI-driven IoT ecosystem submitted to FIT26 (IEEE Xplore target). Engineered 5-channel edge sensing on ESP32-C3 streaming live telemetry to Firebase, with a bilingual n8n WhatsApp triage assistant.
- Built the edge telemetry pipeline around ESP32-C3 sensing and Firebase streaming.
- Connected bilingual WhatsApp triage automation through n8n.
Outcome
A preventive-care ecosystem designed for live, accessible health telemetry.
Edge Computer Vision
Distraction-Lock AI
Edge-based 3D biomechanical gaze tracking using OpenCV, MediaPipe Face Mesh, and YOLOv8 to flag physical phone use. Built with Anthropic's Claude Code CLI.
- Combined face mesh landmarks, gaze geometry, and object detection at the edge.
- Designed the workflow to identify physical phone distraction without cloud processing.
Outcome
A privacy-aware computer vision system for safer attention habits.
03SIEM & XDR / Security Automation
AI-Powered Log Analyzer
Automated security ops correlating logs via n8n, local Ollama models, and Loki, achieving 80% pre-impact anomaly detection.
- Correlated logs with local models and Loki pipelines.
- Built the foundation for automated triage and security operations visibility.
Outcome
80% pre-impact anomaly detection in the case study.
Zero-Cloud Automation
Edge-AI Smart Home
Zero-cloud automation on QNAP NAS running Home Assistant, local LLMs, and Frigate NVR for facial recognition.
- Combined Home Assistant, local models, and Frigate NVR on self-hosted infrastructure.
- Focused on privacy, local reasoning, and dependable home automation.
Outcome
Context-aware smart home automation without cloud dependency.
05AI Content Automation
Social Media Content Publishing Factory
Designed and built a Social Media Content Publishing Factory that automated up to 80% of a digital marketing agency's workflow across Instagram, LinkedIn, Facebook, X, and YouTube Shorts.
- Generated platform-optimized posts with OpenAI and branded images through Pollinations.ai.
- Added email-based approval, Google Docs schema editing, memory-enabled chat suggestions, and multi-platform publishing.
Outcome
Reduced content creation from 15+ hours per week to 3 while improving brand consistency and scheduling.
Home Assistant / n8n / Local AI
Edge-AI Smart Home Automation
A privacy-first smart home framework combining Ollama, n8n, Home Assistant, and a self-hosted NAS or Ubuntu server.
- Uses local LLM reasoning for anomaly detection, energy-saving suggestions, predictive maintenance, and context-aware decisions.
- Extends beyond rule-based automation with DevOps-aligned monitoring and workflow expansion without cloud dependence.
Outcome
A measurable, private automation ecosystem for daily living and edge computing.
07Trading Automation / Semantic Search
TradeRiser: Empowering Wealth Creation
Enterprise-grade trading automation and data management ecosystem with self-hosted n8n, GoDaddy DNS, SSL, PostgreSQL, pgvector, and Ollama embeddings.
- Delivered a database management portal with live metrics, SQL editors, schema management, role-based authentication, logs, API documentation, and integrations.
- Connected trading strategies, books, indicators, and datasets through semantic search and modular automation.
Outcome
Secure, scalable infrastructure for AI-driven trading insights and operations.
08SIEM & XDR / Security Automation
AI-Powered Log Analyzer
Enterprise AI-driven SIEM and XDR platform transforming raw logs into actionable security intelligence through a modern GUI dashboard.
- Combined self-hosted n8n, local Ollama models, Loki/Promtail ingestion, LogQL detection, OpenSearch analytics, and Dockerized deployment.
- Covered endpoint security, malware detection, threat hunting, vulnerability analysis, incident response, compliance, and cloud security.
Outcome
Achieved 80% pre-impact anomaly detection in the portfolio case study.
09Performance Web / GoHighLevel CRM
CowCulate: B2B AgriTech Website & CRM
Built a fast, mobile-first digital presence for a premium dairy nutrition company targeting commercial farms and international distributors.
- Developed a custom 7-page static architecture with WebP compression, lazy loading, SEO, dynamic domain routing, and GitHub-to-Hostinger SSH deployment.
- Integrated GoHighLevel lead capture, a 4-hour SLA automation pipeline, and a WhatsApp routing widget.
Outcome
A lightweight lead-generation system optimized for rural connectivity and zero lead leakage.