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[ // SYSTEM.BOOT ] BOOT.OK · RUNTIME 2026

BISHAL GIRI

Systems Engineering Software Development Applied AI Cloud Platforms
AI / ML
AI Agents Sales Bots RAG Fine-tuning LLMs SageMaker
CLOUD
AWS Terraform Ansible PowerShell M365

CERTIFIED AWS Solutions Architect · AWS Cloud Practitioner · AWS AI Practitioner

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About

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Builder. Volunteer.

Systems Engineer at Lancom Technology.
Co‑Founder & Vice‑President of Matribhumi Nepal, a non‑profit organisation.

I love development work and innovative projects. Outside of that, volunteer work gives me a different kind of fulfillment, the kind that rarely shows up on a payslip. Mortality acceptor at heart, always volunteer‑ready.

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Bishal Giri portrait

Bishal Giri

  • Blood Group B+
  • Compassion 100%
  • Loyalty 100%
  • Word Kept 99.999%
BIO-MATCH VERIFIED
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Ideas excite me. Innovating, developing, learning. That’s the loop I want to live inside. Off the screen, it’s nature, always.

The plan is to retire young. Steady building beats dramatic gains, every time. No quick‑rich schemes, no gambling, no shortcuts.

Curiosity keeps me coming back. The next problem rarely looks like the last one, and that’s the part I love.

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Mission

// FIELD.TRANSMISSION ACTIVE · GIVING‑BACK PROTOCOL

CO-FOUNDER · VICE PRESIDENT

MATRIBHUMI NEPAL

“Different causes. Same care.”

Matribhumi Nepal was founded by a small team I’m proud to be part of, working together to stand alongside elderly and disabled people in rural Nepal, and to run health awareness events for the wider community. As Vice President, I lead the strategy, operations, and the technology stack on volunteer time.

I personally run the cloud platform, website, and IT systems for Matribhumi Nepal. The standard of care I bring to professional work is the same standard I bring here.

From time to time I also back GoFundMe campaigns when they cross my path. Smaller acts, same idea.

MULTI‑CAUSE VOLUNTEER QUIETLY ONGOING

Where I've Worked

Systems Engineer @ Lancom Technology

Jul 2025 - Present

  • Operate cloud and Microsoft 365 platforms across enterprise MSP clients. Identity, endpoint, security, availability.
  • Automate repeat operations in PowerShell, Python, and Ansible.
  • Implement security policies and uphold compliance across managed tenants.

Things I've Built

AI sales agent connecting customers, products, and CRM
> project_01 DEPLOYED

AI Sales Agent

Sales assistant that chats with customers, answers product questions, qualifies leads, drafts follow-ups, and pushes deals into the CRM. Replaces the first hour of every rep's day.

  • LLM Agents
  • Function Calling
  • RAG
  • CRM API
  • TypeScript
Knowledge-base chatbot with escalation path
> project_02 DEPLOYED

Knowledge-base Chatbot

Site-embedded chatbot that grounds answers in the business's own knowledge base. RAG-powered, escalates to a human when confidence drops, transcripts logged out of the box.

  • RAG
  • Vector DB
  • OpenAI
  • Streaming
  • TypeScript
Restaurant operations dashboard
> project_03 DEPLOYED

Restaurant Operations Platform

All-in-one ops platform for hospitality teams. Shift start/end clock, roster builder, leave applications, live stock count. Built so a floor manager can get out the door 30 minutes earlier.

  • React
  • Node.js
  • PostgreSQL
  • WebSockets
AWS multi-AZ architecture: ALB across two AZs in a VPC
> project_04 DEPLOYED

Highly-available web platform on AWS

End-to-end deployment with VPC, multi-AZ EC2, and an application load balancer. Codified in Terraform for repeatable, auditable provisioning across environments.

  • AWS
  • VPC
  • ALB
  • EC2
  • Terraform
Health Hub MERN architecture: React + Express + MongoDB with auth, sockets, notifications
> project_05 DEPLOYED

Health Hub: full-stack web app

Group capstone during M.IT. Appointment booking and a health-community discussion forum. Built end to end on the MERN stack, from data model to deploy.

  • MongoDB
  • Express
  • React
  • Node.js

Side Projects

  • Face Recognition System

    Trained and deployed a facial recognition model using XGBoost and TensorFlow with Python and scikit-learn for evaluation tuning.

    • Python
    • TensorFlow
    • XGBoost
  • Heart Disease Risk Prediction

    Classification model over a Kaggle dataset (Logistic Regression, Decision Trees, Random Forest) wrapped in a Streamlit UI for live risk assessment.

    • scikit-learn
    • Streamlit
  • Vehicle Price Prediction

    Regression pipeline estimating used-vehicle price from model, mileage, and engine features. End to end: cleaning, EDA, tuning, UI.

    • Pandas
    • scikit-learn
  • Appointment Booking System

    Standalone scheduling app. Calendar slots, conflict detection, role-based access between clinicians and patients.

    • React
    • Node.js
    • MongoDB
  • Grocery Store Management

    Inventory and POS web app for a small-store use case. CRUD, stock thresholds, daily sales reporting.

    • JavaScript
    • MySQL
  • Elevator System Simulation

    Discrete-event simulation of multi-elevator scheduling strategies. Compared FCFS, SCAN, and a heuristic by mean wait time.

    • Python
    • Simulation

Off the screen

  • Bishal by the bay

    Off duty

  • AI & Society Brisbane meetup

    AI & Society // Brisbane

  • Bishal at his JCU graduation

    M.IT graduation // JCU

  • Bishal outdoors near Brisbane

    Off the keyboard

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Get in touch.

Freelance briefs, interesting problems, or just a chat about cloud and AI. My inbox is open. Always keeping a quiet ear for the right kind of opportunity.

Quick question? Talk to my AskBot.

It’s a lightweight assistant trained only on this site, so it’s great for quick questions about my work or what you’re seeing here. For more substantial conversations, please reach me directly.