Martin Chavez
Senior Full Stack AI Engineer
Mesa,Arizona
Summary
Senior Full Stack AI Engineer with 10+ years building distributed systems, AI agent platforms, and large-scale backend architectures. Specializes in TypeScript, Python, Go, and Rust with strong expertise in LLM systems, RAG pipelines, vector databases, and high-performance APIs. Proven experience designing systems processing 100M+ scale data workloads and supporting 1M+ monthly automated agent executions. Strong background in cloudnative architecture using AWS, Azure, Docker, Kubernetes, Kafka, and event-driven microservices. Focused on clean architecture, system scalability, and production-grade AI infrastructure. Experienced across SaaS, enterprise systems, desktop tooling, and developer platforms.
Overview
11
11
years of professional experience
Work History
Senior Full Stack AI Engineer
Accenture
07.2024 - Current
- Built AI agent platform executing 1M+ automated tasks/month across enterprise workflows.
- Designed distributed crawler + ingestion system processing 100M+ web pages.
- Improved API throughput by ~50% using Rust + Go microservices optimization.
- Built MCP-based tool orchestration layer integrating 100+ internal systems.
- Achieved 99.95% system uptime through redundancy, failover, and observability pipelines.
- Reduced infra cost by ~35% via serverless scaling + workload optimization.
Lead Developer
ProSys Information Systems
01.2023 - 06.2024
- Led development of AI agent platforms handling 500K+ automated task executions monthly.
- Built Rust + Tauri desktop systems used by 20K+ active users across internal tooling ecosystems.
- Designed MCP-style agent architecture enabling 50+ tool integrations across distributed systems.
- Improved system performance by ~45% through async Rust, caching, and concurrency optimization.
- Built CLI/TUI developer tools adopted by 1K+ internal engineers for automation workflows.
- Processed 30M+ records in knowledge graph and search systems for semantic retrieval.
- Reduced manual engineering operations by ~60% through agent-based automation pipelines.
- Built full-stack SaaS products using Next.js, FastAPI, PostgreSQL, and Redis.
Full Stack AI Engineer
ProSys Information Systems
06.2021 - 12.2022
- Built AI agent systems executing 200K+ automated workflows for enterprise clients.
- Developed Tauri + Rust desktop apps used by 15K+ active users.
- Processed 50M+ records across distributed search and indexing systems.
- Reduced system latency by ~40% using Kafka event-driven pipelines.
- Built real-time systems supporting 10K+ concurrent users.
- Improved search performance by ~55% using Elasticsearch and vector search.
- Reduced release cycles from 1 week to 1 day via CI/CD automation.
Full Stack AI Engineer
Michell Consulting Group
06.2018 - 05.2021
- Built AI enterprise tools used by 100K+ users across client environments.
- Developed LLM-based semantic search systems improving retrieval accuracy by ~45%.
- Designed vector pipelines processing 10M+ embeddings for knowledge systems.
- Reduced manual operational workflows by ~60% through automation and AI agents.
- Built APIs handling 1M+ monthly requests across SaaS platforms.
- Reduced deployment time by ~70% using Docker-based infrastructure standardization.
- Improved inference performance by ~30% through caching and batching strategies.
Full Stack Developer
Team Logic IT
Baytown, Texas
02.2017 - 05.2018
- Built SaaS platforms serving 50K+ users using React, Vue, Node.js, and TypeScript.
- Implemented real-time WebSocket systems supporting 5K+ concurrent users.
- Processed $500K+ in Stripe transactions through integrated payment systems.
- Improved frontend performance by ~40% using SSR (Next.js) and bundling optimization.
- Migrated legacy systems to modern MERN architecture, improving scalability by ~60%.
- Mentored 4 junior developers, increasing team delivery throughput by ~25%.
Backend Developer
Team Logic IT
Baytown, Texas
11.2015 - 02.2017
- Built REST APIs handling 100K+ monthly requests using Node.js and Express.
- Designed authentication systems supporting 10K+ active users with JWT and session-based flows.
- Reduced API latency by ~35% via query optimization and caching improvements.
- Engineered backend services using MongoDB and PostgreSQL with millions of stored records.
- Reduced deployment cycle time from 2 days to under 6 hours through CI improvements.
Web Developer
Team Logic IT
Baytown, Texas
05.2015 - 11.2015
- Built and deployed 12+ client websites using PHP, JavaScript, HTML, and CSS, improving delivery speed by ~30%.
- Developed WordPress plugins used across 20+ business websites for CMS and e-commerce workflows.
- Improved page load performance by ~25% through frontend optimization and caching strategies.
- Supported MySQL-backed systems handling ~50K+ monthly requests across client deployments.
- Increased organic search traffic by up to ~40% through SEO improvements and technical fixes.
Education
Bachelor of Software Engineering - Programming & Software
Embry-Riddle Aeronautical University
05.2015
Skills
- Distributed Systems
- System Design
- Backend Architecture
- AI Infrastructure
- LLM Agents
- RAG Systems
- Vector Search
- Semantic Retrieval
- Rust
- Go
- Python
- TypeScript
- Microservices
- Event-Driven Architecture
- Kafka
- RPC
- GRPC
- REST
- AWS
- Azure
- Kubernetes
- Docker
- CI/CD
- Observability
- PostgreSQL
- Redis
- MongoDB
- Elasticsearch
- React
- Nextjs
- Vue
- OpenAI
Projects
AI Health Monitoring & Doctor Support, Nvoisys Health offers a comprehensive protection system designed to move healthcare from reactive visits to proactive protection. The platform combines continuous AI health monitoring with dedicated doctor support to ensure families receive clearer guidance before a crisis occurs., https://nvoisyshealth.com, https://nvoisyshealth.online
Timeline
Senior Full Stack AI Engineer
Accenture
07.2024 - Current
Lead Developer
ProSys Information Systems
01.2023 - 06.2024
Full Stack AI Engineer
ProSys Information Systems
06.2021 - 12.2022
Full Stack AI Engineer
Michell Consulting Group
06.2018 - 05.2021
Full Stack Developer
Team Logic IT
02.2017 - 05.2018
Backend Developer
Team Logic IT
11.2015 - 02.2017
Web Developer
Team Logic IT
05.2015 - 11.2015
Bachelor of Software Engineering - Programming & Software
Embry-Riddle Aeronautical University