01 PROJECT ARCHIVE
Built to be
taken apart.
Full-stack applications, security tooling, and AI-assisted prototypes. Browse the systems, technologies, and engineering concerns behind each build.
Assembly — Multi-Agent AI Workspace
An experimental multi-agent AI workspace where agents solve a problem independently, compare responses, examine disagreement, and synthesize a final answer with sources and uncertainty notes where available. Multi-agent agreement does not guarantee correctness, so important outputs need independent verification.
ENGINEERING NOTES
- Configurable model-provider integrations and routing
- Streamed run events between the frontend and backend
- Testing and CI workflows
- Dependency-audit gates and contributor documentation
NETRAKSHA — AI-Assisted Document & Identity Screening
A human-in-the-loop screening workstation concept for reviewing identity documents, live face captures, and registry records. Its modular pipeline produces an explainable Green/Yellow/Red risk recommendation for review by an authorized decision-maker; biometric and forensic signals still depend on model quality, capture conditions, and validation.
ENGINEERING NOTES
- Document OCR/MRZ and checksum validation
- Image-tampering and physical-forgery signals
- Face comparison and liveness checks
- Composite risk scoring, role-based access, and audit logging
- API-contract, authentication, and pipeline tests
ThreatOptic — Email Threat Detection & Forensic Intelligence
An email investigation platform for phishing, spoofing, business email compromise, impersonation, and fraud analysis. Its documented workflow combines header checks, ML/rule-based scoring, URL and attachment signals, origin tracing, campaign correlation, case management, alerts, and report generation.
ENGINEERING NOTES
- SPF/DKIM/DMARC and Received-chain analysis
- TF-IDF/Logistic Regression with rule-based risk signals
- Domain and URL threat-intelligence integrations
- Relationship and campaign correlation
- Privacy controls and traceable case workflows
NexusScan — Web Security & Phishing Scanner
A Flask-based scanner that checks submitted URLs for selected web-security misconfigurations and phishing signals, then explains findings in plain English. URLs can be entered manually, scanned from a live camera QR code, or checked from an uploaded QR-code image. A scan is a signal, not a certification that a site is safe.
ENGINEERING NOTES
- Checks selected security headers, exposed files, directory listing, TRACE, and HTTPS enforcement
- Random Forest classifier using 48 URL-derived features, with rule-based fallback
- Have I Been Pwned domain-breach lookup
- Optional LLM explanations do not decide the underlying verdict or risk score
- SSRF safeguards and per-IP rate limiting, with optional Redis support
MedAssist AI — Healthcare Support Assistant
An educational healthcare-support prototype with an AI chat interface, symptom-guidance workflow, emergency-aware checks, user profiles, saved chat and symptom history, and nearby-care discovery through an interactive map. It is not a diagnostic system or a replacement for qualified medical care.
ENGINEERING NOTES
- Authenticated user profiles and persisted history
- Separate frontend and FastAPI backend
- API routes for chat, symptom guidance, nearby providers, and profile management
- Nearby healthcare search using OpenStreetMap/Overpass
HealthMetrics API — Healthcare Application Modernization
A backend modernization project replacing a legacy Java Servlet/JSP and MySQL implementation with a structured FastAPI application while preserving legacy page routes and adding a JSON REST API.
ENGINEERING NOTES
- Layered routers, services, repositories, schemas, and ORM models
- Versioned database migrations and environment-driven configuration
- Supabase authentication, Google OAuth, and JWT verification
- Cookie-compatible legacy routes, structured logging, and smoke tests
CyberASCII — Real-Time ASCII Visualization
A browser-based visualization tool that converts uploaded images and live camera input into configurable ASCII art, with performance metrics and optional AI-powered visual analysis.
ENGINEERING NOTES
- Browser-based image and live-camera input workflow
- Canvas and WebRTC integration
- Optional Gemini-powered visual analysis
Secure User Authentication System
An authentication-focused web project exploring password hashing and token-based session flows, with attention to common web-security concerns.
ENGINEERING NOTES
- Password hashing with bcrypt
- Token-based authentication flow
- Security-conscious handling of authentication inputs
Project descriptions reflect documented scope. Where accuracy, detection quality, or reliability matters, claims should be backed by measured evaluation.
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