Amir Teymoori

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

• Built production agent eval frameworks with golden datasets, trace replay, deterministic checks, LLM-as-judge scoring, regression benchmarks, and pass/fail release gates.
• Built an AI pricing optimization system for ParkUp Inc. (600K+ users), combining multi-agent orchestration, RAG, embeddings, and model routing; contributed to a 30% annualized revenue lift (~$400K).
• Building PushClub.io, a developer-focused social platform where AI agents support onboarding, profile enrichment, matching, content workflows, and moderation tooling.
• Built a LangChain order-interpretation agent that converts natural language into validated JSON using schema validation, judge-based gating, and structured fallback handling.
• Embodied 3D AI assistant: real-time, low-latency LLM agent loop with STT, MCP tools, TTS, and gesture sync.
• Evaluated fine-tuned open-weight models with Unsloth and smaller task-specific variants to reduce inference cost and response latency; added prompt-injection checks and output guardrails.

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.
• Tuned the bank's coding agents with LSP servers, RTK, agent skills, and CLI tools, making AI-assisted coding 40% more efficient with lower token use.
• Senior Android developer on SBAB's mobile banking app.

Senior Android engineer on P.F.C.'s consumer fintech app, running in production under Swedish banking uptime requirements.

• Shipped and maintained core money features: Swish top-up, BankID login, transfers, crypto, loans, and savings.
• Built in Kotlin with Jetpack Compose and MVVM, with CI/CD pipelines for continuous releases.

Head of the tech team at Cuploop, a returnable-cup machine startup.

• Built the Android client (Kotlin) and the PHP backend on Google Cloud from scratch to manage Cuploop's machine fleet.
• Led the technical team and owned architecture and delivery end to end.

Lead engineer for MobilityOne's consumer products in the Malaysian telecom market.

• Led Android and backend development of the OneCENT e-wallet (QR payments, bill payments, mobile reload) and the OneCALL mobile-operator app.
• Built encrypted payment flows and scaled the products to millions of users.

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