12 projects
Sep 2025 – presentAI & AgentsSoftware
Document-extraction pipeline
Insurance documents in, structured records out: classified, read by vision and language models, checked, and saved.
Now · each document type matched to the model that measured best · lower cost per document
in
- PDF upload
- blob URI
- Excel
Blob Storagerec_8f2c41
sorted by type → read by
Dense form
NuExtract 3JSON outown GPUDoclingcheckboxesown GPU
Schedule / table
PaddleOCRtext + boxesown GPUKimiAI Foundry API
General PDF
PaddleOCRtext + boxesown GPUKimiAI Foundry API
fields out · json
Named Insured
…
Policy Number
…
Effective Date
…
Occupancy: Owner Occupied
…
Building Coverage
…
Producer / Agency
…
saved →PostgreSQLone row per recordExternal system APIsubmitted step by step
indexed →EmbeddingsPostgreSQL + pgvectorAzure AI Searchsearch indexretrievalsemanticvectorkeywordhybridHow search uses it →
01 Intake. A PDF upload, a blob URI or an Excel file. Each lands in Azure Blob Storage under one record ID.
Sep 2025 – presentCloud & InfrastructureAI & Agents
Self-hosted GPU servers for AI models
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
- Your appsends a document
- Endpointprivate network · authenticated+9 ms
- GPU containercustom model · L4+380 ms
- ResponseJSON back to the app+12 ms
press send to trace one request
monthly cost · illustrative
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
Active Directory administration
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 Computers
PS> Get-ADUser p.shah -Properties LockedOut - ✓Account tab → Unlock account
PS> 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.”