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I’m Michael Ayoub, a Solution Architect and Innovation Leader with over 15 years of experience delivering complex, scalable, and secure technology solutions across fintech, banking, aviation, and enterprise platforms. I specialize in digital transformation, payment systems, enterprise architecture (TOGAF), and product development, with hands-on leadership across B2B, B2C, and microfinance ecosystems. Having held senior roles in companies like Sharjah Airport, Banque Misr, Fawry, and CashCall, I bridge business goals with cutting-edge technology, driving innovation, operational efficiency, and regulatory compliance. Passionate about aligning IT strategy with business value, I thrive in dynamic, cross-functional environments and continuously explore emerging tech to fuel growth and competitive advantage.
Senior DevOps, DevSecOps, and Enterprise Architect with over 10 years in Architecting and Impementing Highly Performant, Highly Scalable and Highly Secure Systems that conform to Industry Best Practices. I have had the privilege of serving in the Health, Finance, Insurance, Manufacturing, Educational and Power sectors. I have also had hands on experience in designing and implementing Zero Trust Infrastructure, ISO 27001 and SOC II Compliant Architcture and Processes. I take pride in mentoring the younger generation and I have many success stories. I am very compatible with working within GMT -8 to GMT +3 timezones with 6 to 8 hour overlaps. Skills and Technology: C#, Python, Node.js, .Net Core, [ASP.Net](http://asp.net/) MVC, Worker Services, Django, Express.js, Microservices, Docker, APIs, Git, Jenkins, Octopus, CircleCI, Kubernetes, MongoDb, SQL Server, Elasticsearch, Redis, Service Bus, RabbitMQ, MySQL, PostgresDB, AWS, GCP, Azure, Agile, NoSQL, TDD, DevOps, DevSecOps, CICD, Biometrics, Team Management, System Admin, Mentor, ClickUp, JIRA, Terraform
AI Systems Architect, CSA, SRE, and Fractional CTO helping organizations leverage custom AI, autonomous agents, and cloud infrastructure to build products faster, automate operations, and scale efficiently. Expert in custom AI model development, fine-tuning, RAG implementations, multi-agent systems, AI-powered workflow automation, LLM integration, cloud architecture, cybersecurity, and high-availability SaaS operations. With decades of hands-on engineering experience and deep expertise in modern AI tooling, I bridge the gap between traditional software engineering and next-generation AI systems. I build production-ready AI solutions that deliver measurable business outcomes—not demos, prototypes, or hype. From custom AI platforms and autonomous agent ecosystems to cloud-native SaaS infrastructure and mission-critical production environments, I help organizations deploy secure, scalable systems that create immediate operational leverage. Extensive NDA obligations limit what I can publicly share, but my experience spans startups, growth-stage companies, enterprise organizations, and large-scale SaaS platforms operating under demanding uptime, privacy, and security requirements.
I have a passion for software development, solving problems and learn every day.
Always learning and always yearning, I sincerely believe that we can achieve greater heights by collaborating on our problems. I love to be involved with technical communities in different capacities and enjoy solving issues. I have had more than 50 mentoring sessions on HackHands ( http://www.hackhands.com/hiren ). Currently I run my own business, which is into mobile apps and websites.
I emphasize value added, ROI and communication. If my skills could help your business, your team or you yourself then we should work together.
I'm the founder of TryNewAI, an AI-native engineering firm helping AI-native startups and pharma R&D teams ship production AI through embedded senior engineers. Before TryNewAI, I spent six years as a senior software engineer at IPsoft, Justdial, and InMobi, building production systems across enterprise AI, search, and ad-tech. Those years taught me what most AI projects miss: getting something to work in a notebook is a different problem from making it work reliably in production, at scale, on dirty real-world data. I founded TryNewAI in 2020 to focus on exactly that gap. Not staff augmentation. Not throw-it-over-the-wall projects. Instead, embedded engineering: senior engineers placed inside client teams, picking the highest-value AI workflows alongside leadership, and shipping them to production end-to-end. Five years in, the model has held up: → ForwardEdgeAI - what began as a 3-month contract is now a 5-year continuous engagement → Pharma & life sciences - production AI and data engineering with Johnson & Johnson, Charles River Labs, and Haleon → Enterprise - engineering work with Cisco and AusNet → AI-native startups — including Ox.work (San Francisco) Where I personally go deep: * Taking AI systems from prototype to production - eval harnesses, observability, reliability engineering * Data engineering for AI - pipelines, foundations, AI-ready data architectures * Regulated environments - pharma R&D, GxP contexts where "usually works" isn't acceptable * Embedded leadership - working as a fractional senior engineer or tech lead inside client teams Who I'm best for: -> A CTO at an AI-native startup whose AI features are stuck between prototype and production. A pharma R&D leader trying to operationalize AI inside regulated workflows ->A founder who'd rather have one senior engineer in the trenches than a five-person dev shop behind a project wall. Hyderabad-based, working globally. DMs open — happy to talk shop even if it doesn't lead to an engagement.
I turn complex topics into easily digestible analogies and explanations that anyone can relate to. I never teach memorization - I teach intuition and fundamental understanding. Expert instructor for JavaScript [ES6/ES7] and Python [3.6+] from the basics to advanced concepts: - Programming fundamentals - Object Oriented Programming - Functional Programming - Database management systems, design, and using ORMs (SQL, NoSQL) - Understanding how the web works from the Client to the Server and back - Back end web development (Flask, Django, Express) - Server Side Rendering and template engines - Web API design (REST, GraphQL) I also teach important ancillary skills: - Effective problem solving approaches - Getting comfortable with using the command line - Using version control (Git/GitHub) - Deploying a project and managing a production environment - Configuring and using workflow tools to optimize your time as a developer - Becoming an effective communicator with teams or freelance clients Freelance Work: - Defining project goals and organizaing an effective path to reaching them - Code review and refactoring - Command line tools - Browser extensions - Database and Model design (PostgreSQL, MySQL, MongoDB) - Web APIs (REST or GraphQL) - Deployment (Linux / Nginx, Digital Ocean, Google Cloud, Heroku)
Systems architect and infrastructure engineer with 23 years of total production experience and over a decade of high-velocity remote delivery for premium US, Canadian, and European tech platforms. Specializes in production-grade Rust, petabyte-scale data pipelines, and low-level Linux/Debian systems optimization. A pioneer in agentic engineering, operating with an architecture-over-syntax mindset since mid-2025. Utilizes a custom-built, spec-oriented AI orchestration harness with institutionalized review gates (rather than "vibe-coding") to drive multiple complex, parallel infrastructure workstreams simultaneously. Proven capability to manage raw physical constraints, high-throughput distributed state, and resilient event-driven data planes at scale. **CORE CAPABILITIES & AGENTIC STACK** * **Agentic Orchestration:** Spec-First Prompt Decomposition, Multi-Workstream Management, Railed Planning Structures, Cursor (Daily), Custom Spec-Driven AI Harnesses. * **Systems Programming & Languages:** Production Rust (Tokio, Async, Caching, Systems Testing), Go (Multithreaded tooling), Python, Advanced Bash, Pharo Smalltalk. * **Infrastructure & Operating Systems:** 23-Year Linux Bedrock (Debian, Ubuntu, CentOS), Bare-Metal Hardware Configuration, Process-Level Debugging, Kernel Log Diagnostics, Docker Infra, Multi-Cloud (AWS, GCloud). * **Data Architecture & Streaming:** Petabyte-scale Data Storage, High-Availability PostgreSQL (OLTP Architecture, Complex Replication), Vectorized/OLAP Core Tradeoffs, Kafka-Backed Idempotent Stream Pipelines.
I’ve been infatuated with computers and programming since the late 90s. I started with BASIC and found PHP in the early 2000s, learning C and C++ along the way. I’m a problem solver at heart, I thoroughly enjoy taking difficult tasks, unpacking them, and finding solutions that are practical and efficient. I'm also a small-time venture investor, technology startup mentor, ultrarunner and a long-distance running coach in my spare time. As an active member of the WordPress community since 2012, I’m involved in all levels of the project, be it contributing to the WordPress software, organizing and speaking and WordPress events, or building open-source plugins. PHP, Python, C, JavaScript, etc.
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