Amir Teymoori

Building production AI agents, evals, and ML systems for clients. Active deployments cover voice agents, pricing agents, and order-interpretation pipelines.

• Built LLM-as-judge eval pipelines with golden datasets, regression back-testing, and pass/fail gates to detect agent-quality regressions before release.
• Embodied 3D AI assistant: real-time, low-latency LLM agent loop with STT, MCP tools, TTS, and gesture sync.
• Autonomous pricing agent for ParkUp Inc. (600K+ users): multi-agent system with RAG over a vector database and embedding models.
• Order-interpretation agent that turns natural language into JSON via LangChain, with schema validation and LLM-as-judge gating.
• Fine-tuned and distilled open-weight models with Unsloth on Google Colab to cut inference cost and latency; output guardrails and prompt-injection checks on the deployed voice agent.

Senior engineer on SBAB's mobile banking app and contributor to the bank's AI direction through its internal AI forum.

• Part of SBAB's AI forum (5 members) shaping the bank's AI direction and building internal AI tools: MCP servers, agent skills, and model platforms including AWS Amazon Bedrock.
• Evaluate and integrate LLM tools and agent capabilities into the bank's engineering workflows.
• Senior Android developer on SBAB's mobile banking app.

P.F.C. consumer fintech app with Swish topup, BankID login, transfers, crypto, loans, and savings. Production fintech under Swedish banking uptime requirements.

Built the Android client (Kotlin) and PHP backend on Google Cloud from scratch to manage Cuploop's machines. Led the technical team.

Lead engineer on OneCENT e-wallet and OneCALL mobile-operator app for the Malaysian telecom market. Encrypted payments, scaled to millions of users.

Mobile and backend lead across e-wallet (Jibit), MyApps (1M+ users), VoIP messaging (Callyar), and video streaming (TVHamrah). Official Android ATC trainer at Sematec, with 2,000+ training hours.