BISHAL GIRI
- 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
CERTIFIED AWS Solutions Architect · AWS Cloud Practitioner · AWS AI Practitioner
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.
Bishal Giri
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.
CO-FOUNDER · VICE PRESIDENT
“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.
Jul 2025 - Present
Apr 2024 - Present
Feb 2022 - Apr 2024
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.
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.
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.
End-to-end deployment with VPC, multi-AZ EC2, and an application load balancer. Codified in Terraform for repeatable, auditable provisioning across environments.
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.
Trained and deployed a facial recognition model using XGBoost and TensorFlow with Python and scikit-learn for evaluation tuning.
Classification model over a Kaggle dataset (Logistic Regression, Decision Trees, Random Forest) wrapped in a Streamlit UI for live risk assessment.
Regression pipeline estimating used-vehicle price from model, mileage, and engine features. End to end: cleaning, EDA, tuning, UI.
Standalone scheduling app. Calendar slots, conflict detection, role-based access between clinicians and patients.
Inventory and POS web app for a small-store use case. CRUD, stock thresholds, daily sales reporting.
Discrete-event simulation of multi-elevator scheduling strategies. Compared FCFS, SCAN, and a heuristic by mean wait time.
Off duty
AI & Society // Brisbane
M.IT graduation // JCU
Off the keyboard
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