Hey! 馃憢

I'm Ivan C贸rdova

AI Technical Lead

About

AI Technical Lead with experience building production AI systems at scale. Specialized in LLMs, agentic RAG, and enterprise solutions. I've shipped AI products processing millions of documents daily and contributed to closing $500k+ contracts. Background in Informatics Engineering with a Minor in AI from PUCP. Award-winning thesis on Whale Optimization Algorithm for Financial Processes.

Python TypeScript FastAPI Next.js React LangChain LangGraph DSPy PyTorch vLLM AWS Azure Docker PostgreSQL MongoDB Redis Qdrant Pinecone Neo4j

Projects

01

Document QA Pipeline @ SUNARP

On-prem document QA system for Peru's public registry processing 1M+ images/day. YOLOv11 + OpenVINO achieving 80% mAP@0.5 and 12ms/image on CPU. Replaced a 15-person manual QA team.

PythonYOLOv11OpenVINOFastAPI
02

Multi-tenant Chatbot Platform

AWS-based chatbot platform with agentic RAG and DSPy prompt optimization. Sub-500ms p95 latency, 96% task accuracy. Onboarded 5 internal teams.

FastAPINext.jsAWSDSPyRAG
03

AI Recruiting Platform

End-to-end recruiting platform processing 500k+ CVs with hybrid search and cross-encoder reranking. OCR scaled with Modal A100 GPUs.

FastAPIReactAWS LambdaModalOCR
04

Power BI Copilot

Azure-native Copilot turning natural language into DAX/SQL using GPT-4o and meta-prompting. Reduced cost by 65% vs Microsoft Fabric Copilot. Contributed to closing $500k contract.

AzureGPT-4oDAXSQL
05

Supply Chain Agent

LangGraph-based real-time supply chain agent connected to package-tracking APIs. Improved incident detection and reduced downtime by 22% across 25 customers.

LangGraphPythonAPIs
06

Multi-agent Vendor Platform

Multi-agent platform for procurement, negotiation, and quoting. Concept to production in 4 weeks. MVP became foundation for raising $900k in venture funding.

PythonFastAPIGPT-4oLangGraphAzure

Experience

AI Technical Lead

Indra

Feb 2025 - Present
  • Architected document QA pipeline for SUNARP processing 1M+ images/day, replacing 15-person team
  • Built multi-tenant chatbot platform with 96% task accuracy and <500ms latency
  • Designed AI recruiting platform processing 500k+ CVs with hybrid search
  • Led 5-engineer squad shipping 3 enterprise projects and 10+ AI PoCs for banks and insurers

Senior AI Engineer

Astral Insights

Apr 2024 - Dec 2024
  • Shipped Power BI Copilot reducing cost by 65% vs Microsoft Fabric, closing $500k contract
  • Launched LangGraph supply chain agent reducing downtime by 22% across 25 customers
  • Delivered 5+ LLM PoCs for Pfizer, GE Vernova, and Duke University

Senior AI Engineer

Yavendio (Startup)

Feb 2024 - Apr 2024
  • Shipped multi-agent vendor platform from concept to production in 4 weeks
  • MVP became foundation for raising $900k in venture funding
  • Implemented multimodal agentic RAG with hybrid retrieval cutting p95 latency by 70%

Software Engineer

Tuxpas

Aug 2023 - Feb 2024
  • Built AWS data lake processing 1M+ medical records using Python ETL
  • Reduced cloud OPEX by 40% with optimized S3, Glue, and Lambda architecture

Software Analyst / Intern

BBVA

Mar 2021 - Apr 2023
  • Mapped 15+ core financial processes providing foundation for automation
  • Shipped 30+ features for internal finance tools improving audit efficiency by 40%

Education

BEng in Informatics Engineering, Minor in Artificial Intelligence

Pontifical Catholic University of Peru (PUCP)

Lima, Peru
  • Best Bachelor Thesis Award: 'Implementation of the Whale Optimization Algorithm in Financial Processes'

Research Assistant

AI-PUCP Research Group

Jan 2025 - Jul 2025
  • Research on Reinforcement Learning, Causal ML, and small language models
  • Implemented and evaluated prototype models on curated datasets