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N0-DE/README.md

Jose Anoob

Software Engineer • AI & Computer Vision • Full-Stack Systems Architect

Typing SVG

Status Location Email GitHub

🎯 About • 🛠️ Tech Arsenal • 🚀 Featured Systems • 🔌 Embedded Lab • 📈 Metrics & Activity • 📬 Connect

🎯 About Me

engineer:
  name: "Jose Anoob"
  alias: "N0-DE"
  focus_areas:
    - "Applied AI & Computer Vision (YOLOv8, ByteTrack, Spatial Tracking)"
    - "High-Performance Full-Stack & Desktop Systems (FastAPI, React 19, Tauri v2)"
    - "Enterprise Automation & RPA (Biometrics, OCR Screen Guardrails, Automated Dues)"
    - "Cross-Platform Mobile Applications (Flet/Flutter & Capacitor)"
    - "Embedded Microcontrollers & IoT (STM32 HAL, ESP32, Sensor Interfacing)"
  current_status: "Designing resilient, offline-first architectures & automated business tools"

I am a software engineer passionate about transforming complex engineering challenges into clean, demonstrable software. My portfolio ranges from real-time computer vision pipelines running vehicle tracking algorithms to production-grade enterprise ERP suites and biometric payroll automation systems handling mission-critical business transactions.

💡 Click to Expand: Core Engineering Philosophy & Architectural Principles
  1. Offline-First Resilience: Software must deliver full local utility even during total network downtime. Applications default to embedded storage engines (SQLite) with automatic synchronization and multi-terminal database failover (PostgreSQL).
  2. Deterministic Data Integrity: Strict validation via Pydantic schemas and TypeScript interfaces before database persistence; double-entry accounting models ensure ledgers balance to the exact cent.
  3. Applied AI Over Hype: Machine learning models (YOLO, Gemini) are integrated directly into operational pipelines to automate measurable bottlenecks—such as line-crossing traffic census, OCR billing credit locks, or farmer voice telemetry.
  4. Lean Systems Over Heavy Runtimes: Preferring lightweight native shells (Tauri v2 in Rust, Flet / Flutter engines) over resource-intensive desktop web wrappers.

🛠️ Technical Arsenal

💻 Languages & Core Runtimes

Python TypeScript JavaScript SQL C++ Java

👁️ Artificial Intelligence & Computer Vision

YOLOv8 OpenCV PyTesseract OCR Google Gemini API Pandas NumPy

⚡ Full-Stack & Desktop Frameworks

FastAPI React 19 Tauri v2 TailwindCSS Vite CustomTkinter

📱 Mobile, Embedded & Cloud

Flet Capacitor Android SDK STM32 ESP32 Firebase

🏭 Enterprise Databases & Automation Tooling

SQL Server PostgreSQL SQLite Selenium Git Postman

🚀 Featured Systems & Architectures

1. 👁️ Traffic Counting & Vehicle Categorization

Status AI/CV

Autonomous Highway & Intersection Analytics Pipeline

  • Real-time video processing engine detecting and classifying 4 vehicle types (Car, Motorcycle, Bus, Truck).
  • Implements virtual directional line-crossing geometry with centroid trajectory tracking to prevent duplicate tallying.
  • Generates temporal density curves, class distribution plots, and automated HTML/CSV audit summaries.
  • Provides dual interfaces: a CustomTkinter desktop utility and a web-based analytics dashboard.
🔍 Expand System Specs & Metrics
  • Inference Speed: ~45-60 FPS on CUDA / ~15-20 FPS on CPU with FP16 quantization.
  • Tracking Algorithm: ByteTrack low-confidence box association for persistent ID retention through occlusion.
  • Outputs: Frame-accurate crossing timestamps, density vs. time graphs, and downloadable analytical reports.

2. 🏛️ Temple-ERP Management Suite

Status Stack

Offline-First Native Desktop & Web ERP Architecture

  • Multi-tier institution ERP managing family registries, astrological nakshatra calendars, and ritual bookings.
  • Automated monthly recurring contribution engine (Masavari) with festival event dues distribution.
  • Double-entry ledger with counter cash drawer reconciliations and sequential receipt numbers.
  • Built on a high-throughput FastAPI REST backend and a lightweight Tauri v2 (Rust shell) + React 19 UI.
🔍 Expand System Specs & Metrics
  • Dual-Engine Persistence: SQLite for standalone offline counters; seamless switch to PostgreSQL for multi-terminal clusters.
  • Test Suite: 8 unit test suites under backend/tests/ verifying ledger balances and dues accumulation sequences.
  • Binary Footprint: Under 30MB native installer bundle via Tauri compiler.

3. 🏭 Retail Business Automation Suite

Status Type

Mission-Critical Retail Operations & Payroll RPA

  • Biometric Payroll: Ingests eSSL biometric logs, calculates overtime, shift wage bands, and auto-generates branded PDF payslips.
  • Damage Claims Portal: Barcode scanning workflow querying ERP batch tables to resolve vendor return authorizations.
  • WhatsApp AR Bot: Automated debt aging scanner dispatching individualized ledger reminders with UPI payment QR codes.
  • POS Credit-Control OCR: Tesseract OCR hook detecting blocked debtors on billing screens in real-time, locking checkout keys.
🔍 Expand System Specs & Metrics
  • Processing Efficiency: Reduced manual monthly payroll calculations from 4 hours to 90 seconds.
  • Credit Risk Protection: Zero-latency OS-level keyboard freeze when credit-locked customer codes appear on POS display.
  • Packaging: 37 modular Python files with individual .env.example configurations and sample test fixtures.

4. 📱 Flet Mobile POS & Route Collector

Status Framework

Field Merchant Billing & Route Delivery Application

  • Mobile-first POS and collection app for field delivery drivers managing store credit stops.
  • 60fps responsive UI powered by Flutter's rendering pipeline directly inside Python via Flet.
  • Automated route manifest generator producing professionally styled Excel sheets with custom borders and autofit columns.
  • Complete Android packaging configuration via Buildozer (buildozer.spec) for native .apk deployment.
🔍 Expand System Specs & Metrics
  • Platform Targets: Android (.apk), Windows (.exe), macOS, Linux, and Web from a single Python codebase.
  • Reporting Engine: Headless openpyxl pipeline with dynamic currency formatting and stop-wise subtotaling.

5. 🏡 HomeSync Coordination Platform

Status Tech

Unified Cross-Platform Household Management App

  • Real-time family collaboration workspace coordinating chores, shared grocery lists, and calendar appointments.
  • Deployed natively across Android and iOS using Capacitor with offline-first local caching.
  • Reactive cloud synchronization powered by Firebase Firestore with security rules and granular permissions.
🔍 Expand System Specs & Metrics
  • Realtime Sync: Sub-second event propagation across multiple devices via Firestore listeners.
  • UI Architecture: TailwindCSS layout, Lucide icon system, and modern micro-interactions.

6. 🌾 KrishiSakshi Telephony & Mobile Assistant

Status AI

AI-Powered Voice Hotline & Android Advisory for Farmers

  • Interactive Voice Response (IVR) phone service enabling smallholder farmers to access crop advisories via standard phone calls.
  • Multimodal plant disease diagnosis workflow utilizing Google Gemini API for leaf pathology visual inspection.
  • Native Android application wrapper integrating camera intents and offline agricultural reference guides.
🔍 Expand System Specs & Metrics
  • Accessibility: Zero smartphone dependency for core voice inquiries via Twilio telephony speech synthesis.
  • Multimodal AI: High-accuracy visual disease detection using Gemini vision prompts tailored to Indian agricultural regional crops.

🔌 Embedded & IoT Engineering Lab

🛠️ Click to View: Embedded Systems, STM32 & ESP32 Capabilities

Beyond high-level software engineering, I develop hardware-interfacing firmware and IoT telemetry solutions:

       ┌─────────────────┐       SPI / I2C       ┌─────────────────┐
       │   STM32 / ESP32 │ ───────────────────>  │ OLED / Sensors  │
       │  Microcontroller│ <───────────────────  │ Ultrasonic / Temp│
       └────────┬────────┘      Raw ADC / GPIO   └─────────────────┘
                │
                │ UART / Wi-Fi (MQTT / HTTP)
                ▼
       ┌─────────────────┐
       │  FastAPI Cloud  │ ───> Live Telemetry Dashboard
       │  / Edge Server  │
       └─────────────────┘
  • Microcontroller Platforms: STM32 (ARM Cortex-M via STM32CubeIDE / HAL), ESP32 (ESP-IDF & Arduino core).
  • Communication Protocols: I2C, SPI, UART, PWM, ADC/DAC, CAN bus fundamentals.
  • Real-Time Systems: FreeRTOS multi-task scheduling, mutexes, queue management, and low-power sleep modes.
  • Featured Hardware Implementations: Automated water-level reservoir monitoring with ultrasonic sensors, dual-relay switching, and remote Wi-Fi telemetry alerts.

📈 Interactive Activity & Stats

📬 Connect & Collaborate

I am always keen to discuss software engineering roles, interesting open-source projects, and technical collaborations.

Email Me GitHub Profile Portfolio Report


$ git commit -m "Writing clean code, designing solid architectures, shipping value."
$ git push origin master --force-with-passion

Built with precision by Jose Anoob • 2026

Pinned Loading

  1. traffic-counting-cv traffic-counting-cv Public

    Real-time AI traffic analysis system using YOLOv8, ByteTrack, and OpenCV. Detects, classifies, and counts vehicles with virtual line-crossing logic.

    Python 1

  2. HomeSync HomeSync Public

    Cross-platform household management and family coordination app built with React, Capacitor, and Firebase with real-time state synchronization.

    Python

  3. KrishiSakshiApp KrishiSakshiApp Public

    AI-powered voice and mobile agricultural assistant for farmers, delivering crop advisories, market prices, and disease alerts via Twilio IVR & Gemini API.

    Java

  4. retail-business-automation-suite retail-business-automation-suite Public

    Production-ready Python automation suite for retail operations: Biometric Payroll, Returns Portal, WhatsApp AR Bot, and POS Credit-Control OCR.

    Python

  5. Georgos-Website Georgos-Website Public

    Responsive modern web landing and organizational showcase built with React and Vite.

    CSS

  6. Campus-Venue-Management-System Campus-Venue-Management-System Public

    Full-stack campus venue booking and event space scheduling management system.

    HTML