Guillermo Jimenez
San José,Costa Rica
Summary
Senior AI/ML Software Engineer and Systems Architect with 15+ years of experience designing scalable enterprise platforms, intelligent workflow systems, AI-driven applications, and cloud-native architectures across logistics, finance, healthcare, insurance, manufacturing, and SaaS environments. Strong background building production-grade AI systems using Python, SQL, Azure cloud infrastructure, distributed architectures, data engineering pipelines, and large language model orchestration. Experienced developing RAG systems, AI agents, structured knowledge frameworks, and intelligent automation pipelines that transform structured and unstructured data into actionable business intelligence. Proven ability to collaborate with stakeholders, engineers, analysts, and business teams to deliver scalable data-driven solutions that improve operational efficiency and strategic decision-making.
Overview
1
1
Certification
13
13
years of professional experience
Work History
Principal AI/ML Software Engineer
Sistematica Group, Inc.
Stockton, California
01.2023 - Current
- Designed and implemented scalable AI orchestration frameworks supporting LLM pipelines, AI agents, prompt engineering workflows, and structured reasoning systems.
- Developed ConversaCore, an enterprise conversational AI framework enabling modular AI workflows, tool invocation, lifecycle telemetry, and intelligent automation.
- Built AI-driven insurance decision systems combining rule-based logic, conversational interfaces, and structured eligibility parsing to produce auditable recommendations.
- Designed Retrieval-Augmented Generation (RAG)-style knowledge systems using ontology modeling and structured knowledge representations.
- Architected Azure cloud-native infrastructure, CI/CD pipelines, authentication systems, and scalable SaaS deployment models.
- Delivered operational analytics and automation systems that improved decision-making and process optimization.
- Technologies: Python, SQL, Azure, REST APIs, Generative AI, LLM Systems, AI Agents, Prompt Engineering, Distributed Systems, CI/CD, ASP.NET Core
Technical Lead - Senior Software Engineer
Infosys
San Francisco Bay Area
09.2017 - 08.2021
- Conducted operational analysis and workflow redesign initiatives supporting enterprise modernization.
- Gathered stakeholder requirements and translated business needs into scalable technical architectures.
- Designed workflow automation systems and enterprise integration solutions.
- Coordinated distributed engineering teams and architecture trade-off discussions.
- Technologies: SQL Server, APIs, Workflow Automation, Agile Methodologies, Jira, Confluence
Senior Software Engineer / Team Lead
Bosch
Palo Alto, California
01.2015 - 06.2015
- Designed healthcare interoperability and enterprise integration systems for operational healthcare workflows.
- Developed REST APIs, HL7 processing systems, and enterprise integration frameworks.
- Led Agile coordination and system architecture redesign initiatives.
- Technologies: ASP.NET MVC, SQL Server, Web APIs, HL7
Software Engineer
Tesla Motors
Fremont, California
01.2013 - 08.2014
- Developed enterprise manufacturing and inventory management systems supporting production operations.
- Built synchronization services and workflow automation systems for manufacturing coordination.
- Designed operational optimization tools supporting enterprise transaction management.
- Technologies: SQL Server, Distributed Systems, Workflow Automation, Enterprise Applications
Education
Master of Science - Space Systems Engineering
Stevens Institute of Technology
01-2016
Bachelor of Science - Computer Science
Stevens Institute of Technology
Skills
- AI Engineering & Machine Learning
- Generative AI & LLM Integration
- Retrieval-Augmented Generation (RAG)
- AI Agents & Prompt Engineering
- Data Engineering & ETL Pipelines
- Cloud Architecture (Azure)
- Distributed Systems & APIs
- Data Modeling & Workflow Automation
- Analytics & Decision Intelligence
- Enterprise Software Engineering
- Agile Development Methodologies
- Jira / Confluence / Technical Documentation
- Cross-Functional Leadership & Stakeholder Collaboration
- Bilingual: English / Spanish
Certification
- Microsoft Certified Azure AI Engineer - Microsoft
- STK Certified Professional - AGI
- Certified Matlab Associate - MathWorks
- OMG-Certified Systems Modeling Professional - Object Management Group
- MCPS: Microsoft Certified Professional - Microsoft
Languages
Bilingual: English / Spanish
Timeline
Principal AI/ML Software Engineer
Sistematica Group, Inc.
01.2023 - Current
Technical Lead - Senior Software Engineer
Infosys
09.2017 - 08.2021
Senior Software Engineer / Team Lead
Bosch
01.2015 - 06.2015
Software Engineer
Tesla Motors
01.2013 - 08.2014
Bachelor of Science - Computer Science
Stevens Institute of Technology
Master of Science - Space Systems Engineering
Stevens Institute of Technology