GenAI Engineer · Available · Open to relocate
GenAI Engineer with 4+ years building production LLM systems — chatbots, RAG pipelines, email agents, and observability. Delivered insurance chatbots handling ~30K monthly customer interactions at 70% resolution, multi-market email automation at ~99% auto-processing, RAG at 98% precision, and a GenAI Studio that cut chatbot R&D from weeks to days.
— Ramsis Hammadi, Tunisia · Remote
By the numbers
70%
Chatbot resolution rate
~30K
Customer interactions / month
~99%
Email auto-processing
98%
RAG context precision
3×
Faster feature deployment
5.0
Upwork client rating
Flagship — Ominimo
70%
End-to-end resolution
~30K
Interactions / month
~99%
Email auto-processed
86%
Positive feedback
Product and observability
Also on the résumé
Aug 2024 — Nov 2024
Remote · US
Jan 2024 — Jun 2024
Remote · US
Projects
Word of mouth
“Ramsis is incredible and the best thing to happen for my company. I cannot recommend him enough. He is extremely smart, driven, and cares deeply about his work.”
“Ramsis is likely going to change the world with data and machine-learning. He went quickly from chunk-based to chained to a sophisticated multi-agent model which blew us all away.”
“Ramsis consistently impressed our team with his profound understanding of AI and his capacity to devise inventive solutions for intricate problems.”
“Ramsis created an efficient app that did exactly what I wanted. He's very good at tying AI processes together — always quick to answer, pivot, and accommodate ideas.”
Let's build
Open to full-time roles (remote or relocate) and select freelance engagements in GenAI, RAG, and agentic systems.
