Resume - Jason Aloi

Professional Summary

Senior AI Engineer with 25+ years of software development experience & deep expertise in cutting-edge AI technologies. Specialized in building production-ready AI systems, multi-agent orchestrations, & enterprise-scale machine learning solutions. Proven track record of leading development teams & delivering complex AI products that drive business transformation.

Key Differentiators:

780+ hours of certified AI/ML training with 120 professional certifications
Expert in Agentic AI frameworks including LangChain, RAG systems, and Model Context Protocol (MCP)
13+ years leading development teams and managing enterprise-scale AI implementations
Full-stack AI development from model training to cloud deployment and production monitoring

Core Competencies

AI/ML Engineering

Generative AI Large Language Models RAG Multi-Agent Orchestration LangChain Vector Embeddings Machine Learning Deep Learning Stable Diffusion Hugging Face PyTorch TensorFlow

Programming & Frameworks

Python JavaScript/TypeScript Node.js FastAPI Django Flask Express.js React GraphQL REST APIs Microservices

Cloud & DevOps

AWS Google Cloud Platform Docker Kubernetes CI/CD Pipelines Infrastructure as Code GitOps Cloud-Native AI

Data Engineering

SQL PostgreSQL MongoDB Vector Databases Data Analysis ETL/ELT Pipelines Real-time Processing

Work Experience

Independent Projects, Contracts (Dev, Design, PM) 01/1998 – present

Freelance

Remote

Design and develop custom AI-powered applications, automation systems, and full-stack solutions for diverse clients. Recent focus on generative AI, LLM orchestration, and intelligent agent systems.
Recent AI Projects:
- Built multi-agent orchestration systems using LangChain and RAG architectures
- Developed custom GPT applications and prompt engineering solutions
- Implemented vector embeddings and semantic search capabilities
- Created ML pipelines with PyTorch and Hugging Face transformers
Enterprise Solutions Delivered:
- E-commerce platforms, CRM systems, learning management systems
- Workflow automation, project management tools, payment processing
- Real estate listing systems, POS systems, home automation
AI/ML Full-Stack Development LangChain RAG
Senior Software Engineer 10/2021 – 08/2022

Bendyworks

Madison, United States

Full-stack engineer at an agile consulting firm delivering enterprise web and mobile applications using Ruby on Rails, Elixir/Phoenix, Node.js, Python, and modern front-end frameworks.
Key Accomplishments:
- Architected 3+ full-stack applications using Rails and React, reducing client operational costs by 30% through automation
- Implemented real-time features with Phoenix Channels/LiveView, improving user engagement by 40%
- Developed RESTful and GraphQL APIs serving 10,000+ daily requests with 99.9% uptime
- Refactored legacy Rails codebases, increasing test coverage from 45% to 85%
- Optimized database queries and caching strategies, improving response times from 800ms to 200ms
Ruby on Rails Elixir/Phoenix React GraphQL TDD/BDD
Executive Director 06/2016 – 12/2021

Downs2Earth

Green Bay, United States

Built and led a mission-driven organization at the intersection of environmental advocacy and disability inclusion. Established and managed a team of 25 members across seven countries and multiple time zones, developing remote management systems and cross-cultural communication strategies that enabled global collaboration and community impact.

Leadership Remote Management Global Teams
Lead Developer 01/2013 – 06/2021

The Murray Group

New York City, United States

Led full-stack development and DevOps for enterprise applications serving multiple business units. Architected and delivered scalable solutions across e-commerce, CRM, learning management, and workflow automation systems.
Key Responsibilities:
- Managed end-to-end development lifecycle from requirements gathering through deployment and maintenance
- Implemented CI/CD pipelines and cloud infrastructure on AWS (EC2, S3, Beanstalk)
- Designed and built microservices architecture with Docker containerization
- Led team training initiatives and established development best practices
- Created data models, APIs, and integrations for complex business workflows
React Redux Node.js Docker AWS PostgreSQL
Senior Web Application Developer 01/2010 – 01/2012

Casebook PBC

New York City, United States

Developed and maintained Ruby on Rails applications with focus on scalable architecture and test-driven development. Built progressive web applications with modern JavaScript frameworks.
Key Accomplishments:
- Implemented comprehensive test suites using RSpec, Cucumber, and TDD practices
- Optimized database performance with MongoDB sharding and partitioning strategies
- Established CI/CD workflows and automated deployment processes with Heroku
- Contributed to technical architecture decisions and code quality standards
Ruby on Rails JavaScript MongoDB RSpec Heroku

Education

Bachelor of Science - Management Information Systems 01/2005 – 01/2007

SUNY Empire State College

Rochester, United States

GPA: 3.8

Information Systems
Associates Degree - Management Information Systems 01/2003 – 01/2005

SUNY Brockport

Brockport, United States

Information Systems

Certificates & Training

Professional Certifications Portfolio

Comprehensive collection of 120 professional certifications totaling 780+ hours of advanced training in AI/ML, cloud platforms, and full-stack development.

120
Certificates

780+
Total Hours

6.5h
Avg Duration

12
Exams Passed

Top Focus Areas:

React (111h+) JavaScript/TypeScript (170h+) Python (76h+) Node.js (69h+) SQL (69h+) AWS (48h+) Kubernetes (41h+) Data Analysis (33h+) Docker (29h+)

View Complete Portfolio