Gary Y.

Founder

New York City, New York, United States22 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Pioneered the Semantic Evolution paradigm in software architecture.
  • Expert in AWS and DevOps with extensive experience in cloud migration.
  • Advocate for cultural evolution in software development practices.
Stackforce AI infers this person is a SaaS architect specializing in cloud infrastructure and semantic evolution.

Contact

Skills

Core Skills

AwsSoftware ArchitectureDevopsSoftware Development

Other Skills

AWS CloudFormationSoftware as a Service (SaaS)Continuous Integration and Continuous Delivery (CI/CD)RedisAmazon Web Services (AWS)RDBMSEngineeringIT Infrastructure ManagementPlatform as a Service (PAAS)AWS LambdaSoftware Solution ArchitectureLarge Language Models (LLM)Amazon S3AWS CDK/CDK8sApplication Architecture

About

With over 15 years architecting enterprise systems, I've witnessed the industry's descent from elegant domain modeling into what I call "semantic anarchy"—where teams fragment systems arbitrarily, creating distributed monoliths that inherit complexity without coherence. This crisis led me to a fundamental realization: software architecture isn't just engineering—it's cultural evolution. As Founding Engineer of ONDEMANDENV, I've pioneered the Semantic Evolution paradigm, treating infrastructure as living language that evolves through collective intelligence rather than top-down mandate. My ContractsLib framework codifies semantic boundaries as "evolutionary DNA," enabling teams to evolve distributed systems along natural domain lines—not deployment convenience. The platform dissolves industry-wide pain points by design: 🧬 Contracts as genetic code — Semantic boundaries that enable evolutionary selection of superior implementations 🌿 Environment Versions (Envers) — Isolated hypothesis testing without contamination or deployment deadlocks 🎯 Architectural Prevention — Systems designed to inherently avoid chaos rather than engineer resilience against inevitable entropy My contrarian thesis: Merge hell, microservices fragmentation, and deployment chaos aren't technical problems—they're symptoms of cultural modeling collapse. Git was designed as a semantic evolution platform, not a mechanical merging tool. Microservices became a delusion where physical fragmentation was mistaken for semantic decomposition. Drawing from ancient wisdom (Cook Ding's natural boundaries) to cutting-edge theory (K-d trees for architectural partitioning), I advocate for bottom-up collective intelligence over centralized architectural authority. Because the future of software isn't just distributed systems—it's distributed semantic intelligence. Let's connect if you're ready to challenge orthodoxy: 🔹 Semantic evolution over mechanical process 🔹 Cultural architecture as language evolution 🔹 Prevention paradigms that eliminate chaos by design 🔹 Mathematical rigor applied to philosophical insights P.S. If you've been trapped in "merge hell" or witnessed microservices become distributed monoliths, you've experienced the collapse I'm working to reverse. Let's discuss how semantic boundaries change everything.

Experience

22 yrs 11 mos
Total Experience
2 yrs 5 mos
Average Tenure
1 yr 10 mos
Current Experience

Ondemandenv.dev

Founding Engineer

Jul 2024Present · 1 yr 10 mos

  • Lead Developer - ONDEMANDENV Platform
  • Contract-First Platform for Distributed Systems
  • Key Achievements:
  • Developed platform abstracts contract definitions using “environment of a version” as unit to generate concrete infrastructure and automation maintaining logical consistency verticals/services across accounts and regions.
  • Created a visualization system that dynamically maps abstract architectural contracts to runtime resources across multiple AWS accounts
  • Implemented secure bootstrapping process for AWS accounts with cross-account trust relationships and minimal required permissions
  • Built platform integration with AI agents, enabling them to operate effectively within bounded contexts
  • Technical Highlights
  • Core Platform Features:
  • Contract-first architecture enabling clear service boundaries and interfaces
  • Automated dependency and configuration management across distributed systems
  • Environment isolation system for safe experimentation and testing
  • LLM Agent Integration:
  • Developed context-aware AI agents that understand service boundaries
  • Implemented contract-based boundary definitions for AI agent operations
  • Created automated service discovery and relationship mapping for AI assistance.
  • Developed context-aware AI agents capable of understanding service boundaries and contracts, facilitating automated code generation within defined bounded contexts from RAG system.
  • Contract Management:
  • Designed abstract contract classes for service definitions
  • Implemented automated contract validation and enforcement
  • Created centralized configuration store for dependency management
  • Technologies: AWS (CDK, CloudFormation, IAM, S3, Cloudfront, Appsync, ApiGateway, Cognito, DynamoDB, SSM, Bedrock Step Functions, EKS, share NAT thru Transit Gateway, IPAM, RAM, LB, NLB … ), LLMs( OpenAI, Anthropic, Gemini, Deepseek, Ollama ) GitHub Apps, TypeScript, GraphQL.
AWS CloudFormationSoftware as a Service (SaaS)Continuous Integration and Continuous Delivery (CI/CD)RedisAmazon Web Services (AWS)RDBMS+21

Legalzoom

Senior Software Engineer

Jan 2022Jun 2024 · 2 yrs 5 mos · Remote

  • Recruited as Java/Spring engineer, created AWS CDK custom resource to create PostgreSQL schema/role/user, recruited to SRE team to save Akamai to Cloudfront CDN migration project, after which unhappy about the fragmented ops and decided to start my own ondemandenv.dev
  • Besides devops tasks like setting up Github workflow, Vault, Artifactory, LBs, SGs, kustomize and argo projects, different DBs, migration K8s jobs:
  • Leading infra as code with AWS CDK, GitOps across multiple AWS accounts.
  • Accomplished:
  • Leading Azure Entra ID, SSO, IDP, OIDC, JWT, OAUTH, AWS IAC/Org integrations across multiple AWS accounts.
  • Leading Share RDS, IPAM pool, NAT across VPCs with transit gateways across multiple AWS accounts.
  • Leading Joining AWS events with application log/trace/metrics with Athena/OpenSearch across multiple AWS accounts.
  • Leading CDN migration to Cloudfront with Athena partitioned query logs, Cf functions, Labmda@edge WAF ….
  • Leading Database schema/role/user as infrastructure code.
  • Leading Cdk8s generating K8s manifests as infrastructure code.
  • Leading AWS Codepipeline and Github status sync.
  • Leading legacy CFN/CDK projects migration.
  • Resolving dependencies among hundreds of stacks across multiple AWS stacks.
  • Resolving inconsistency in different test environments.
  • Troubleshooting/resolving unknown/unexpected blackbox situations.
  • Daily with AWS CDK/Cloudformation custom resources. Github App, Java/Kotlin Springboot. EKS, Athena, PostgreSQL, RDS cluster. Vault.
  • Very familiar with ArgoCD, K8s CRDs. operators. Helm, Istio, Kong, Lighthouse CI, Opensearch, ... ...
AWS CloudFormationSoftware as a Service (SaaS)Continuous Integration and Continuous Delivery (CI/CD)RedisREST APIsPlatform Architecture+36

Vonage

Senior Software Engineer

Jan 2020Sep 2022 · 2 yrs 8 mos · New Jersey, United States

  • Dev-Ops enterprise apps on AWS/ECS/EKS
  • JAVA/Jbang,Kotlin/Kscript/Gradle/Selenium/Cucumber/JS for server automation/integration;
  • Lead migrating legacy to productive AWS CDK/EKS/Serverless with across regions failover:
  • Infra as code, GitOps/automation. CDK/Cloudformation+ArgoCD/CDK8s across regions deployment;
  • Gradle/Typescript/CDK8s/Helm/Github API
  • Environment on demand by Git branching
  • logging/monitoring with CW/kube prometheus/Elasticsearch/timescaledb
AWS CloudFormationSoftware as a Service (SaaS)LinuxSeleniumContinuous Integration and Continuous Delivery (CI/CD)Redis+27

Peloton interactive

Software Engineer

Jun 2019Oct 2019 · 4 mos · New York City Metropolitan Area

  • Infra as code with Bash/Python, Chef/Knife/Kitchen/Inspec/Ruby, Terraform/AWS, Jenkins and K8s. Managing Jenkins servers/agents, plugins, jobs and clusters, maintain configurations, dependencies and scalability, migrating legacy manual created Jenkins jobs to code, troubleshooting build failures.
AWS CloudFormationSoftware as a Service (SaaS)LinuxContinuous Integration and Continuous Delivery (CI/CD)RedisRDBMS+24

Customshow

Software Engineer

Apr 2014May 2019 · 5 yrs 1 mo · Greater New York City Area · On-site

  • Full cycle, from concept/requirements analysis, coding, testing to deployment/maintenance. Full stack, from Adobe AIR publishing to Android/iOS, NodeJS/Webpack/VueJS/Bootstrap to MySQL indexing/triggers, AWS ECS/Docker. Multi roles, Gradle script/plugins to automate most tasks, migrate/maintain infrastructures, merging code, setting alarm, mentoring others on JMX memory monitoring/IntelliJ tools integrations/debugging remote port 5005 ....
  • Infrastructure As Code: lead migrating dev ENV to 1) IntelliJ/Teamcity/Youtrack/Upsource, Nexus3 for Maven/Docker repos for CI/CD; 2) Multi isolated ENVs for different purposes in different AWS VPCs, achieving server side high availability/scale-ability, helping team focus on debugging and testing with peace of mind.
  • Automation: lead migrating fully automation with Gradle, 1) to generate client API code, test/deploy artifacts( docker image, even iOS IPA ), 2) create/verify resources( Lambda triggers, subnets, SGs, S3 bucket policies, even ElasticSearch mappings )etc. 3) providing unified/detailed phases/contexts/tools for team to debug, maintain code, achieving decreasing devops’ ambiguities, misunderstandings and mistakes, let team focus on business logic hence increase development efficiency dramatically.
  • Build/deliver apps/features: Architecture/implement heavily with Java 8/Spring5/Boot2/Integration etc., implementing apps/services loosely coupled with REST/RPC/SQS , following Domain Driven Design, achieving easy auto tests, organized( even visualized with IntelliJ ) extendable apps running in AWS Lambda/ECS/EC2, with less code/risk, more productive development and confident deployments, delivered 1)SAML integration with Okta/OneLogin; 2) Reporting with Solr; 3) Resource processing, text search with ElasticSearch; 4) Resource uploading, migrating, video multibit encoding; 5) Content Sync with RDS Aurora triggering Lambda ...
Software as a Service (SaaS)SeleniumContinuous Integration and Continuous Delivery (CI/CD)RedisRDBMSEngineering+22

University of michigan

Intermediate application programmer

Oct 2011Sep 2014 · 2 yrs 11 mos · Ann arbor, MI

  • Major/principle developer of NIH project: http://projectreporter.nih.gov/project_info_details.cfm?aid=7888843&icde=0
  • Abstract: https://www.frontiersin.org/10.3389/conf.fninf.2013.09.00082/event_abstract
  • In Stockholm:
  • Poster: https://drive.google.com/open?id=0ByZEgZN1-wa1RGRsalBBNGY2UWc
  • Slides: https://drive.google.com/open?id=0ByZEgZN1-wa1c2JoN0hzZ25QdjQ
  • http://www.neuroinformatics2013.org/documents/abstract_book_2013.pdf (find pubanatomy)
  • In Apache showcase: http://flex.apache.org/community-showcase.html (find pubanatomy )
  • COMPLEX BUT INTUITIVE UI, BLAZING FAST SEARCH WITH AUTO SUGGESTING AND SUMMARIZATION Indexing 23 Millions documents (100G index still auto updating every midnight )!
  • See video tutorials: https://www.youtube.com/watch?v=FMJZOGCFRX8
  • See training presentation session: https://youtu.be/XhpoCOPDSYM
  • CI/CD: Subversion source change driving Maven build:
  • Sonatype Nexus server as dependency server, Maven/FlexMojos build/deploy war into remote Tomcat server driven by only click or source change.
  • Managed by Teamcity, building multi source branches corresponding to multi environments, merging source between different branches.
  • Data processing Pipelines:
  • MEDLINE citation text mining, indexing more than 23 million document citations referencing to different concepts with Spring Batch+PostgreSQL, analyzing/indexing into Solr server, for searching, term suggesting and aggregating, heavily use of analyzer/tokenizer/filter.
  • Mouse brain 3D models generating, with volume data from Allen Brain Institute, I used Spring Batch+HSQL, VTK, to generate thousands of 3d models, I used marching cubes, then smoothing algorithm to make models look good, models are binary files stored into MongoDB for dynamical loading and query with Spring Data MongoDB
  • Gene expression 3D model generating, use Spring Batch+HSQL download gene expression data from Allen Brain Institute, generate 3D models for each gene, store into MongoDB for dynamical loading and query.
Continuous Integration and Continuous Delivery (CI/CD)RDBMSEngineeringSpring MVCSoftware Solution ArchitectureDevOps+5

Isoftstone

Senior Software Architect

Feb 2011Oct 2011 · 8 mos · Beijing

  • Meetings with various clients and engineers, analyze business workflow, deliver multi-tier web applications designs/architectures, implementation plans, automation/manual test plans,
  • Relational DB Schema implementation, application modularization, server API design, Client side architecture/modularization, Critical Integration tests( most typical test case ) designs;
  • MySQL, sharding, RabbitMQ, messaging, Tomcat/Apache as web server.
  • Adobe Flex UI application architecture design auto build with Flex-mojos.
  • Training mentoring junior/mid-level developers on auto build, agile and unit testing.
  • Report to department manager, allocating resource.
Continuous Integration and Continuous Delivery (CI/CD)RDBMSEngineeringSpring MVCSoftware Solution ArchitectureDevOps+5

Brightcove beijing

Senior Software Engineer

Jun 2008Nov 2010 · 2 yrs 5 mos

  • Following SCRUM process, develop new features,fixing bugs;
  • Maintain and improve development continuous integration system.
  • Maintain and improve automated test.
Continuous Integration and Continuous Delivery (CI/CD)RDBMSEngineeringSpring MVCSoftware Solution ArchitectureApplication Architecture+3

Contractor/freelancer

Architect/Programmer

Jul 2005May 2008 · 2 yrs 10 mos

  • Independently and remotely accomplish complicated outsourcing projects for clients locating in North America, Europe and China. Projects are mainly for CMS, game, Video Player and so on with the base of Flash player, some of them are still making $: http://www.playforia.net/play/pixxes/
Continuous Integration and Continuous Delivery (CI/CD)RDBMSEngineeringSpring MVCSoftware Solution ArchitectureApplication Architecture+3

Dalian huaxin software

Java Software Engineer

Jul 2002May 2005 · 2 yrs 10 mos · On-site

  • Coding servlet/jsp for Japnese and HP in Beijing
RDBMSEngineeringSoftware Solution ArchitectureApplication ArchitectureWeb Application DevelopmentSoftware Development

Education

Xidian University

Bachelor of Engineering - BE

Sep 1998Jul 2002

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