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Oleg B.
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Oleg B.

Senior AI Engineer | Production LLM SaaS end-to-end (RAG, FastAPI)

I build production B2B SaaS with AI at the core. One engineer who owns the full stack: frontend, backend, infra, and the AI itself. Selected production work: VendorFox (vendorfox.ai): B2B SaaS for Managed Service Providers, tracking hardware lifecycle, firmware, and security advisories across 48+ vendors. Built end-to-end by me. Next.js + TypeScript frontend, FastAPI backend on Cloud Run, Firestore multi-tenant, Firebase Auth, Stripe billing across four tiers. The AI layer is DAG-based LLM orchestration with structured outputs and an aggressive dedup and caching design that keeps API spend flat as data volume grows. Live, paying customers. DataAbyss (app.dataabyss.ai): earlier production work. OSINT intelligence platform used by government and national security professionals. Elasticsearch across billions of entity connections, RAG pipelines, LLM-powered chat interface. Gold Stevie Award for Achievement in Science or Technology, 2023 American Business Awards. What I build: Production LLM orchestration (structured outputs, retry logic, cost control that keeps API bills predictable), RAG pipelines with real retrieval tuning, vector search on pgvector and Pinecone, multi-tenant SaaS with Stripe billing and Firebase Auth, distributed agent workflows with concurrency control and fault tolerance. Stack: Next.js, TypeScript, FastAPI, Python, Node.js, PostgreSQL, Elasticsearch, Firebase, AWS, GCP, Cloud Run, Docker, LangChain, Claude, OpenAI, Stripe. Background: First-class Physics degree, Open University UK (4.0 US GPA equivalent)

🇮🇱Beersheba, Israel$85/hr100% JSS5.00 (10)Since Jul 2018

Earnings and projects

MRR
$6.9k

Last 6 months ÷ 6

World#2,881 / 412k
🇮🇱Country#9 / 682
Revenue, last 30 days
$12k

Last 6 months: $42k

World#874 / 412k
🇮🇱Country#3 / 682
Total earnings
$305k

Billed in all: $317k

World#7,485 / 412k
🇮🇱Country#20 / 682
Per project
$34k

$42k in the last 6 months

World#2,233 / 412k
🇮🇱Country#6 / 682
Projects, last 6 months
1
0% fixed100% hourly
World#128,092 / 412k
🇮🇱Country#144 / 682
Projects in all
9

Across 13 contracts

15% fixed85% hourly
World#212,268 / 412k
🇮🇱Country#296 / 682

Earnings, last 30 days

$317k+$12.5k earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$300k$310k$320kOct 8Oct 23Nov 7

Skill rankings: Top 1% in Firebase

Ranked by MRR among everyone on Upwork with the skill.

  1. 3Pinecone202 freelancers · 🇮🇱 #1Top 1%
  2. #22Vector Database1,142 freelancers · 🇮🇱 #1Top 2%
  3. #25Elasticsearch946 freelancers · 🇮🇱 #1Top 3%
  4. #39LLM Prompt Engineering2,457 freelancers · 🇮🇱 #1Top 2%
  5. #58Stripe3,151 freelancers · 🇮🇱 #1Top 2%
  6. #67Google Cloud Platform2,939 freelancers · 🇮🇱 #1Top 2%
  7. #68FastAPI4,337 freelancers · 🇮🇱 #2Top 2%
  8. #80Firebase6,978 freelancers · 🇮🇱 #1Top 1%