Full Stack Developer · Toronto, ON

Hi, I'm Paras.

I work with cloud VMs on Azure, Google Cloud and Akamai, GPU servers for AI models, Entra ID, SSH and networking, and CI/CD pipelines.

Currently working on

7 of 12 are Cloud & Infrastructure work, shown first

Sep 2025 – presentCloud & InfrastructureAI & Agents

Custom and open-source models served from GPU servers we run, in development and production, instead of paying a metered API per call.

request path

press send to trace one request

monthly cost · illustrative

Documents per month40,000

Per-call cloud API$1,600

Private GPU, fixed$1,200

Past the break-even point, every extra document on the private GPU is free.

2026IT SupportCloud & Infrastructure

Running a Windows domain: users, groups, OUs and Group Policy, plus the tickets help desks handle every day.

example.local · synthetic lab domain

▾ OU=IT
- usrAlex Chen
- pcIT-LT-01
- grpHelpdesk-PasswordReset
▾ OU=Sales
- usr_Sales Templatetemplate
- usrJordan Patel
- pcSAL-LT-07
- grpSales-Staff
▾ OU=Finance
- usrPriya Shah
- usrDana Brown
- pcFIN-DT-03
- grpFinance-Share-RW
▾ OU=Warehouse
- usrSam Kim
- pcWH-PC-02
- grpWarehouse-Staff
▾ OU=Disabled Users
- (empty)

action log · T-1041

✓Find the user in Active Directory Users and ComputersPS> Get-ADUser p.shah -Properties LockedOut
✓Account tab → Unlock accountPS> Unlock-ADAccount p.shah
✓Reset Password…PS> Set-ADAccountPassword p.shah -Reset
✓Tick "User must change password at next logon"PS> Set-ADUser p.shah -ChangePasswordAtLogon $true

What I told them“You're unlocked. Pick a new password when you sign in.”

Sep 2025 – presentIT SupportCloud & InfrastructureSoftware

Adding users, granting and removing access, and connecting Microsoft Entra ID sign-in to the platform's services.

Microsoft 365 accounts
I add new users to Microsoft 365.
Microsoft 365 admin
Access by group
Users and groups live in Entra ID; group membership decides what each person can open.
Microsoft Entra ID
One sign-in for every service
Each service validates the same Entra ID identity through Microsoft Graph instead of keeping its own passwords.
Microsoft GraphOAuth 2.0 / OIDC
Least privilege in AWS
Each person or service gets an IAM user with only the permissions it needs.
AWS IAM
Removal in one place
Disable the account once, and access ends everywhere.