Tilmann B.
PhD | AI Architect | Agentic AI & LLM Systems at Scale
I'm a PhD computer scientist and hands-on AI architect with 30+ years building production AI at global scale. I've led engineering at PayPal, Intuit (Credit Karma), and Eventbrite, shipping mission-critical systems that served millions and generated hundreds of millions in revenue. I architect and lead every engagement. At Credit Karma I built the recommendation engine for 130M members: $400M+ per year from 40B predictions a day, plus $20M in annual cloud savings. What I build: - Agentic AI & LLM systems: MCP servers, multi-agent orchestration, RAG. - Personalization & recommendation engines that serve millions daily. - AI cost & performance tuning. Millions saved. - End-to-end delivery, from architecture to production. - 22 US patents. ACM KDD Area Chair. IBM Research Fellowship. How I work: I'm the architect on every project. When scope calls for more hands, my Helix Logic team of senior ML engineers scales delivery, so you get research-grade work at production speed. You work with the principal, never handed down to juniors. Why me: most AI hires give you theory or code. I bring both, plus a track record of revenue and cost impact from systems used daily by millions. If you need AI built right the first time, let's talk.
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $67k
Billed in all: $186,126$186k
$6.7k in the last 6 months
Across 11 contracts
Across 20 contracts
Earnings, last 30 days
Skill rankings: #1 in 2 skills of 20
Rarest: top 0.04% in Accuracy Verification, of 2,777. Ranked by MRR among everyone on Upwork with the skill.
- Accuracy Verification2,777 freelancers · 🇺🇸 #1Top 0.04%🇺🇸#1 of 189
- Knowledge Graph89 freelancers · 🇺🇸 #1Top 1%🇺🇸#1 of 6
- Recommendation System103 freelancers · 🇺🇸 #1Top 2%🇺🇸#1 of 12
- #4Multimodal Large Language Model177 freelancers · 🇺🇸 #2Top 2%🇺🇸#2 of 22
- #8Project Delivery587 freelancers · 🇺🇸 #6Top 1%🇺🇸#6 of 109
- #9PyTorch1,585 freelancers · 🇺🇸 #8Top 0.57%🇺🇸#8 of 160
- #10Prompt Engineering2,859 freelancers · 🇺🇸 #5Top 0.35%🇺🇸#5 of 362
- #10Software Architecture964 freelancers · 🇺🇸 #3Top 1%🇺🇸#3 of 112