Zephra Silhouette Project

My Projects

18 shipped projects across AI, mobile, web and CRM — pick a discipline below.

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CCTV Vape Detection — Real-time detection frame
CCTV Vape Detection — Signal fusion and scoring

CCTV Vape & Anomaly Detection

A real-time computer-vision system that watches existing CCTV feeds for vaping and other behavioural anomalies, scores what it sees, and pushes a WhatsApp alert to whoever is on duty. It never relies on spotting the device — at camera distance that is a few pixels — so it fuses weak signals instead: pose-estimated wrist-to-mouth distance normalised in head-units, a temporal inhale-hold-exhale rhythm, and a vapour channel. Every alert states which signals fired, what they scored and what the threshold was, and says plainly that it flags rather than confirms.

Other Note Worthy Projects

CCTV Vape & Anomaly Detection

2026

CCTV Vape & Anomaly Detection

A real-time computer-vision system that watches existing CCTV feeds for vaping and other behavioural anomalies, scores what i...

Computer VisionPose EstimationAnomaly DetectionReal-Time VideoPythonWhatsApp Alerts
AI LinkedIn Post Generator

2026

AI LinkedIn Post Generator

An AI writing system built on a full knowledge-base RAG pipeline: a vector database trained on a user's own CV, past posts an...

RAGVector DatabaseAI AgentsNext.jsLLMNode.js
RAG Chatbots & AI Assistants

2025

RAG Chatbots & AI Assistants

A body of client work building retrieval-augmented chatbots and AI assistants — systems that answer from a business's own doc...

RAG PipelinesLLMVector DatabasesPythonFastAPINode.jsPrompt Engineering
ThinkWell CRM Platform

2026

ThinkWell CRM Platform

A CRM and therapy management platform built for ThinkWell, a UK clinic — covering leads, client records, internal workflows a...

MERN StackRAGAI AvatarReactNode.jsExpressMongoDBCRM

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