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Tony W.

Tony W.

Private AI Systems | Invoice Automation | On-Premise LLM Deploy

I eliminate $10k-50k/month in cloud API costs by deploying private AI infrastructure that runs on your hardware without sending data to third parties. Recent work: Built an invoice parser for an Australian financial auditor processing 62 documents with 100% accuracy on totals and 92.5% on vendor extraction. System runs entirely on-premise with zero external API calls. Team got working endpoints in 4 days. What I deliver: - Invoice/document automation (OCR + LLM extraction) - On-premise LLM deployment (vLLM, Ollama, local models) - Government contract automation (SAM.gov, DIBBS integrations) - SOC2-compliant RAG systems (ChromaDB, Qdrant, pgvector) I own dual Tesla P40 GPUs (48GB VRAM) for rapid prototyping and testing. Every system I build is production-grade - I handle Linux optimization, Docker orchestration, and deployment from silicon to API.

🇺🇸Lansing, United States$70/hr100% JSS4.23 (3)Since Jan 2026
GlobeUpwork

Earnings and projects

MRR
$412

Last 6 months ÷ 6

World#85,781 / 412k
🇺🇸Country#12,589 / 62.1k
Revenue, last 30 days
$0

Last 6 months: $2.5k

Total earnings
$19k

Billed in all: $20k

World#143,273 / 412k
🇺🇸Country#23,686 / 62.1k
Per project
$2.1k

$1.2k in the last 6 months

World#73,022 / 412k
🇺🇸Country#12,203 / 62.1k
Projects, last 6 months
2
100% fixed0% hourly
World#88,918 / 412k
🇺🇸Country#11,762 / 62.1k
Projects in all
9
56% fixed44% hourly
World#212,268 / 412k
🇺🇸Country#30,262 / 62.1k

Earnings, last 30 days

$19.9kNothing earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$19.6k$19.8k$20.0k$20.2kOct 8Oct 23Nov 7

Skill rankings: Top 16% in Linux

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