01
Pharma Operations
Built internal AI/ML tools for procurement and packaging automation.
Hi, I'm Pedro Rodas
PedroRodas
Founder-engineer building agentic AI systems
for high-constraint domains.
AI AgentsRAGLLMOpsVoice InterfacesFintechCybersecurity
$120K/year saved25% faster procurementLogistics Platform with 30+ microservices3rd / 25 AI hackathonArc Testnet Agentic Stablecoin demoOTC pharmaceuticals launched
Built under real-world constraints
02
Logistics SaaS
Co-founded Kankaru, a logistics platform with microservices, routing, and operational complexity.
03
Agentic Fintech
Built a voice-first stablecoin agentic platform with transcription, planning, tool calls, and transaction orchestration.
04
AI Systems
Built RAG, MCP, CrewAI, LangGraph, Whisper, semantic caching, and knowledge graph systems.
01 / About
The shape of my work
Four lenses that shape how I think, build, and ship.
AI Systems Builder
I build agentic systems with RAG, MCP, voice, tool use, evals, skills, harnesses and deployment in mind — not just model wrappers.
Founder / Software Engineer
I've built companies and software under real constraints: supply chains, logistics, payments, quality, cost, and speed.
Product Operator
I can move from problem framing to UX, architecture, prototype, demo, and iteration.
Global Builder
Built across New York, LatAm, China, and remote teams — with experience in AI, software, pharma and logistics.
02 / Craft
What I build
I build AI-powered software, automations, and product prototypes that turn ideas into usable systems.
From the first sketch to a production deploy — backed by clean architecture, modern tooling, and a bias for shipping.
Next.jsViteReactTypeScriptNode.jsPythonLangGraphOpenAI APIAnthropic APIGrok APISupabaseMongoDBPostgreSQLTailwindDockerGit
03 / Portfolio
Featured projects
A curated selection of products and systems I'm proud to have shipped.
Featured Systems
AilaBank
Agentic fintech system using voice, stablecoins, Circle, Arc blockchain, planning, and transaction orchestration.
ReactTypeScriptNode.jsExpress.jsPostgreSQL (Supabase)Redis (Upstash)SolidityEthers.jsCloudflare Workers AIJWT AuthOpenAIElevenLabs (TTS)Circle (Arc)
Cyberthreat Intelligence Agent
Python system integrating VirusTotal, WhoisXMLAPI, OpenAI, and MCP to analyze cyberthreat signals and produce structured intelligence.
Vue 3TypeScriptViteFastAPIPostgreSQLDockerKubernetesKong API GatewayAuth0MCPOpenAIVirusTotal
AI Gym & Dietary Coach
Agentic fitness and nutrition assistant using structured coaching flows and AI reasoning.
LangGraphClaudeAgentsFastAPIPythonReactTypeScriptVitePWATailwindPostgreSQL (Supabase)SQLAlchemyDockerJWTPytestRuff
Cloud RAG Infrastructure
RAG pipeline deployed with Terraform, Kubernetes, and AWS infrastructure for cloud-native retrieval workflows.
LangflowRAGTerraform (IaC)Kubernetes (EKS)AWSDockerPostgreSQLNginxAmazon (ECR, S3)AWS Load Balancer (ELB/ALB)
View DemoWeb & app UI/UX for logisticsKankaru Logistics Platform
Startup product design for logistics workflows, last-mile coordination, and super app services.
UX/UISaaSLogisticsProduct
Banking Microservices System
Banking microservices architecture using enterprise integration patterns for service communication and modular backend design.
GraphQLgRPCRESTEvent-Driven ArchitectureApache KafkaDebezium (CDC)API Gateway (Kong)JWTAuth0DockerPostgreSQLMariaDBNode.jsJavaSpring BootApollo ServerReact NativeExpoDistributed Systems
AI / SW Engineering Lab
Research Copilot PWA
Responsive PWA that helps search, synthesize, and structure scientific knowledge into research-ready outputs.
PWARAGAI AgentsReactTypeScriptViteFastAPILangChainMongoDB AtlasFireworksLLaMAOpenAI embeddingsarXivSupabasePyMuPDF
Natural-Language Airbnb Search
Interface that converts natural-language user intent into structured filters for Airbnb-style listing discovery.
ReactTypeScriptViteNode.jsExpressMongoDB Atlas Vector SearchOpenAI EmbeddingsNLP Filtering
Financial Agent Crew
CrewAI financial agents coordinating tool use, reasoning, and task execution.
React 18TypeScriptFastAPICrewAIOpenAISerper.devTailwind CSSVitePWAMarket DataSentiment AnalysisRisk Modeling (VaR)
TurboTranscribe
Voice-to-text pipeline using local Whisper inference for fast transcription and voice AI workflows.
Whisper Large V3 TurboASRFastAPIPyTorchReactTypeScriptVitePWA
Vector Semantic Cache
Embedding-based semantic cache for repeated or similar LLM queries.
LLMOpsEmbeddingsSemantic CacheCost OptimizationOpenAI APIMongoDB Atlas Vector SearchFastAPIReactTypeScript
Knowledge Graph Studio
System for turning knowledge into connected visual graphs for exploration and retrieval.
FastAPIReactTypeScriptLangChainOpenAIMongoDBD3.jsTailwind CSSViteGraph Extraction (NER + Relations)PWA
04 / Skills
The stack I think in
AI Systems I Build
Agents
LangGraph · CrewAI · MCP · Tool use · Planning · Guardrails · Skills · Context Harnesses
Retrieval
RAG · GraphRAG · Hybrid Search · Vector DBs · Reranking
Voice
Whisper · Voice-first UX · Transcription pipelines
LLMOps
Semantic cache · Evals · Prompt versioning · Observability
Infrastructure
AWS · Terraform · Docker · Kubernetes · FastAPI
Product
PWA · UX/UI · MVPs · Founder-led execution
AI / ML
LLMsRAGAI AgentsLangGraphOpenAI APIPrompt EngineeringVision ModelsEmbeddingsVector Search
Full Stack
ReactNext.jsNode.jsExpressMongoDBSupabasePostgreSQLREST APIsGraphQL
Product / Startup
MVP DesignPRD WritingUX ThinkingAutomationUser FlowsTechnical Architecture
Dev Tools
GitDockerCursorVercelCloudflarePostman
05 / Mindset
Discipline of a founder, curiosity of an engineer
I build with the discipline of a founder and the curiosity of an engineer. AI products, fitness, metabolic health, startups, and systems thinking shape how I work.
AI Products
Fitness & Discipline
Startup Building
Systems Thinking
Based in
New York City
EDT · GMT-4
Available Onsite
06 / More
More to explore
Let's build something
Available for AI & software work, agentic systems and product prototyping.
Open to startup teams, freelance projects, and AI-native product development.