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)
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $42k
Billed in all: $316,577$317k
$42k in the last 6 months
Across 13 contracts
Earnings, last 30 days
Skill rankings: Top 1% in Firebase
Ranked by MRR among everyone on Upwork with the skill.
- Pinecone202 freelancers · 🇮🇱 #1Top 1%🇮🇱#1 of 1
- #22Vector Database1,142 freelancers · 🇮🇱 #1Top 2%🇮🇱#1 of 4
- #25Elasticsearch946 freelancers · 🇮🇱 #1Top 3%🇮🇱#1 of 5
- #39LLM Prompt Engineering2,457 freelancers · 🇮🇱 #1Top 2%🇮🇱#1 of 6
- #58Stripe3,151 freelancers · 🇮🇱 #1Top 2%🇮🇱#1 of 2
- #67Google Cloud Platform2,939 freelancers · 🇮🇱 #1Top 2%🇮🇱#1 of 6
- #68FastAPI4,337 freelancers · 🇮🇱 #2Top 2%🇮🇱#2 of 8
- #80Firebase6,978 freelancers · 🇮🇱 #1Top 1%🇮🇱#1 of 9