AI & ML Engineering

𝗣𝗿𝗶𝗻𝗰𝗶𝗽𝗮𝗹 𝗔𝗜 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁 | 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 | 𝗠𝘂𝗹𝘁𝗶-𝗔𝗴𝗲𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 | 𝗔𝗜 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 I design and scale enterprise-grade AI architectures — production-ready Generative, Agentic, and Multi-Agent AI platforms. With 12+ years across platform engineering and distributed systems, my work focuses on where AI moves from prototype to enterprise: governed, observable, scalable, and cost-controlled. At Zoom, I contributed to AI platform initiatives bridging developer ecosystems with modern AI. Today, I architect reusable platform foundations for agent orchestration, lifecycle governance, distributed execution, and scalable deployment. 🔐 𝗔𝗜 𝗚𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲 & 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝗦𝗮𝗳𝗲𝘁𝘆 A core thread across my work is making AI systems audit-ready and policy-bound — designing authentication and authorization layers (Azure AD / Entra ID, OAuth2, IAM SigV4, JWT) with pluggable AuthProvider patterns, multi-account topologies for tenant isolation, cross-account observability (ADOT + PrivateLink), and cost governance through gateway routing and credit-based metering. Enterprises don't just need AI that works — they need AI that's auditable, cost-controlled, and policy-bound. That's the layer I architect. 🤝 𝗦𝘁𝗮𝗿𝘁𝘂𝗽 & 𝗙𝗼𝘂𝗻𝗱𝗲𝗿 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻 I partner with startups to design AI-native products from day one — system design, platform strategy, multi-agent workflows, LLM integration — helping founders move from concept to scale without crippling technical debt. 🎓 𝗠𝗲𝗻𝘁𝗼𝗿𝘀𝗵𝗶𝗽 & 𝗖𝗼𝗻𝘁𝗲𝗻𝘁 Through YouTube (youtube.com/codeztech), atiqueahmed.com, codeztech.in, and GitHub (github.com/codeztech-atique), I've mentored 20+ developers into top companies — covering Hugging Face, Ollama, PyTorch, Node.js, React, Angular, AWS, and system design. 🔹 𝗖𝗼𝗿𝗲 𝗙𝗼𝗰𝘂𝘀 𝗔𝗿𝗲𝗮𝘀 Generative AI (GenAI) & Agentic AI Multi-Agent Systems (MAS) LLM Architecture & RAG AI Governance, Lifecycle Management & Policy Enforcement Auth Architecture (OAuth2, SigV4, JWT, Entra ID) AI Platform Engineering & Distributed Systems Cost Governance & Cross-Account Observability Autonomous Workflow Design 🏆 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 Guinness World Record holder (Programming Excellence) Designed scalable AI platforms used at enterprise scale Enabled startups to launch AI-powered MVPs rapidly Delivered technical workshops and architecture sessions If you're building the next generation of governed, enterprise-grade AI systems — 𝗹𝗲𝘁'𝘀 𝗰𝗼𝗻𝗻𝗲𝗰𝘁.

Welcome to my profile! With a strong foundation in Computer Science from Brigham Young University and hands-on experience at top tech companies like Amazon and Leland, I am well-equipped to guide you in your AI/ML engineering journey. At Amazon, I integrated AI into the Alexa Certification process, gaining valuable insights into large-scale AI applications. My work at Nerd United further honed my skills in blockchain technologies and API development, making me a versatile engineer. Whether you're looking to break into AI/ML roles or enhance your technical skills, I'm here to help you succeed. Let's connect and create a tailored plan to achieve your career goals!

I'm a researcher at the University of Cambridge working on AI for neuroimaging. I have a PhD in Computational Neuroscience and nearly 10 years of experience building ML models across healthcare, energy, and tech. I've worked with everything from deep learning and computer vision to time-series forecasting and fraud detection. I can help you understand AI concepts, build models, or solve data science problems in a practical way.

I’ve built state-of-the-art AI systems in real-world settings—from agent models for a boutique investing firm to the first AI mental health coach with functioning long-term memory. Alongside this work, I’ve taught and facilitated AI courses at Stanford, helping students master machine learning and generative models. My focus is on turning advanced research into practical, working products and coaching others to do the same.

I have worked with large enterprise customers such as KPMG and CIBC, as well as small to mid-sized startups, on developing and governing AI agents. I work with several of the Anthropic and OpenAI tools.

I am an AI executive with more than 25 years of experience leading technology transformation across enterprise organizations, with the past eight years focused specifically on artificial intelligence, machine learning, and large-scale automation. I currently lead enterprise AI delivery for a top-10 global corporate and investment bank, where I work directly with business and technology leadership to define AI strategy, implement generative AI solutions, and build governance frameworks for responsible AI adoption. In addition to my executive role, I teach graduate-level AI and machine learning programs at leading universities, helping professionals translate complex AI concepts into real-world applications. Across my career, I have built and led enterprise AI capabilities, hired and mentored AI talent, and advised senior executives on AI strategy, organizational design, and transformation. I coach professionals who are looking to break into AI leadership or advance into Director, VP, and executive-level AI roles, and I provide practical guidance based on firsthand experience leading AI programs in complex, regulated enterprise environments.

Official Mastra AI Agents Ambassador, building production RAG pipelines, MCP server connectivity, and multi-agent orchestration systems for enterprise clients. Udacity Machine Learning Engineer nanodegree. Sixteen years of cloud architecture across GCP, AWS, and Azure. Production AI systems delivered for Accenture and Capco clients in highly regulated industries where failure has real consequences. The sessions teach the engineering decisions that keep AI systems running past month one. Ideal for : Software engineers, ML practitioners, and technical leads building AI systems that need to survive contact with real data

I lead AI/ML engineering at fortune 500 companies building teams ships production ML and AI systems at 100M+ users scale. I've hired, managed, and promoted dozens of ML engineers across the US, Latin America, and India. I hold a US AI/ML patent and sit on various AI councils and Technology boards If you're trying to break into AI/ML engineering, move from IC to lead, or figure out what companies actually look for in engineers, I've been on the hiring side of that conversation countless times. I know what gets you in the door and what gets you promoted. Practical, current, and based on what I see every day, not what I read in a blog post.

With over a decade of experience in the tech industry, I specialize in AI and machine learning engineering. As a Senior Solution Architect at GlobalLogic, I lead AI-first initiatives and drive technical excellence across various sectors, including MedTech, Education, and Telecom. My extensive background includes architecting innovative solutions using a wide range of technologies such as AI, Agentic AI, Immersive Experiences and more. I have a proven track record of mentoring and guiding engineering teams to success, and I am passionate about helping others achieve their career goals in AI and ML. Whether you're looking to break into the field or advance your skills, I'm here to provide tailored coaching and support. Let's connect and create a plan to reach your aspirations!

With over 30 years of experience in the data industry—13 of those focused on data science—I’ve had an incredible journey through roles like Data Scientist, Senior Data Scientist, Head of Data Science, and now Chief AI and Data Officer. Along the way, I’ve overseen major data initiatives, built high-performing teams, and developed a deep understanding of what it takes to succeed in this field. For the past 15 years, I’ve been passionate about coaching in data science and artificial intelligence. I’ve helped professionals land their first internships, secure their dream jobs, and grow into leadership roles. I’ve reviewed thousands of resumes, interviewed hundreds of candidates, and learned exactly what stands out in a competitive market. What I truly enjoy is helping data scientists and managers take that next big step in their careers. Whether you’re just starting out or looking to climb higher, I’m here to guide you, share practical advice, and help you unlock your potential in the ever-evolving world of data science. Let's connect and see how I can help you!