Skip to content
View ntsmk's full-sized avatar
☕
☕
285 followers · 9 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Block or report ntsmk

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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
  • AI/ML: Google Vertex AI, RAG, Vector Embeddings
  • DevOps & Infrastructure: Linux (Fedora, Arch/EndeavourOS, Debian), Docker, Kubernetes (K3s), GCP Cloud Run, Terraform, GitHub Actions, Pytest

Currently Learning

  • TypeScript & Firebase (Full-stack application logic)

Pinned Loading

  1. blog blog Public

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

    HTML

  2. 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

  3. 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

  4. 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

  5. per-diem-reminder per-diem-reminder Public

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

    Python 1

  6. kita-loyalty kita-loyalty Public

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

    TypeScript 1 1