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Takeshi
Forward Deployed Engineer
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Competencies
Experiencia demostrada en LLM-based agent design.
Experiencia demostrada en Tool calling.
Experiencia demostrada en Prompt engineering.
Experiencia demostrada en Integrating agents with APIs and databases.
Experiencia demostrada en AI-native development.
Education
Languages
Summary
Forward Deployed Engineer buscando nuevas oportunidades
Experience
Forward Deployed Engineer
Front-line engineer embedded with business teams: I identify manual or repetitive processes, design AI agents to solve them, and take them to production while measuring their impact.. Designed and implemented LLM-based AI agents with tool calling, integrated into the company's internal systems to automate operational and customer-service tasks.. Gathered requirements directly from user teams, mapped their workflows, and defined which parts the agent should own and which require human oversight.. Designed prompts, conversation flows and guardrails (action limits, data validation and human escalation) so agents respond reliably.. Connected agents to databases, APIs and company tools so they query and update real data instead of answering from memory.. Tested and improved each agent with real cases and conversation reviews, fixing errors and hallucinations.. Built the web interfaces and supporting services used by the agents, following an AI-native development approach to ship faster.. Trained business users on how to use the agents and handled post-deployment adjustments, closing the loop between the business need and the solution.
Consultant for Nacional Seguros
Configured and parameterized insurance products in the Core system and its Integrator, cloning and adjusting coverages, clauses and conditions.. Modified cost structures using pseudocode within the Core and validated results by issuing test policies.. Developed new features and improvements for the Core using Spring Boot.. Implemented SQL Server stored procedures for database adjustments and fixes.. Automated integration processes between the policy issuance system and the Core with Linux scripts.
Fullstack Developer
Developed and maintained the clinic's medical system, including the patient management module and ICU monitoring.. Contributed to the surgery scheduling system with real-time display on screens.. Deployed and managed the Linux servers hosting the medical platform.. Provided technical support to senior developers on the team.