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Achievement: Pull SharkAchievement: YOLO

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Achievement: Pull SharkAchievement: YOLO

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ntsmk/README.md
Screenshot_2026-03-04_22-42-10

Featured Projects

  • Voicemail Urgency Detector - Fine-tuned ML model with real 300+ voicemail data + ConnectWise API + Twilio integration
  • FAQ Chatbot - RAG(Vertex AI + Supabase vector DB with internal 15 Wiki pages) + deployed on GCP Cloud Run & K3s
  • Office Security System - Raspberry Pi + sensors + camera + real-time WhatsApp alerts

Skills

  • Backend: Python, Flask, PostgreSQL, Supabase
  • Frontend: HTML, CSS, JavaScript
  • AI/ML: Google Vertex AI (RAG, fine-tuning)
  • Infrastructure: Docker, Kubernetes (K3s), GCP Cloud Run, Terraform
  • CI/CD: GitHub Actions, Pytest

Currently Learning

  • React
  • TypeScript
  • Firebase

Pinned Loading

  1. blog blog Public

    This is my minimalism experimentation written in HTML + CSS. Focused on speed and readability.

    HTML

  2. kita-loyalty kita-loyalty Public

    Digital point card (loyalty program) for local business pilot project using PWA × Firebase.

    TypeScript 1 1

  3. voicemail-urgency-detection-app voicemail-urgency-detection-app Public

    ML based system detects urgency levels in incoming voicemail transcriptions using Google Vertex AI. Also the system sends text when urgency is detected. The dataset used to train ML is existing 300…

    Python 2

  4. chatbot-for-internal-member chatbot-for-internal-member Public

    RAG based internal IT support chatbot that guides staff, especially new employees, through step-by-step troubleshooting to save time. Base dataset for RAG is internal wiki page (Nuclino).

    Python 1

  5. security-system security-system Public

    Rasberry pi based small office security system. The system is designed to detect potential unauthorized entry and notify staff in real time.

    Python

  6. per-diem-reminder per-diem-reminder Public

    The system automates notification email for employees that a per-diem request may be required.

    Python 1