AI & ML Engineering

Welcome to my profile! With a Ph.D. from Rutgers University and extensive experience as a Senior Software Engineer at Google, I specialize in AI and machine learning engineering. My career has been dedicated to building robust data frameworks and models, from enhancing safety features at Uber to curating geo data at Foursquare. At Google, I focus on data understanding and discovery, leveraging graph technologies to drive insights at scale. Whether you're looking to break into AI/ML engineering or advance your career, I'm here to guide you through the complexities of this dynamic field. Let's connect and chart a path to your success!

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 went from shipping 2 pull requests a day to 10. Not by working longer hours — by changing the system. I figured out that most developers aren't slow because they lack skill. They're slow because their PRs are too big, their descriptions don't direct reviewers, and their tooling adds friction at every step. Once I fixed those things, my output multiplied. In this session I share exactly what I changed — and how you can apply it the same day.

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!

Welcome to my profile! I'm Joy, a seasoned engineering leader with a rich background in AI adoption and enablement. As the Founder and CEO of Mosaic Presence, I specialize in guiding professionals through the complexities of AI and machine learning, ensuring they not only understand the technology but also excel in its application. With experience as a Senior Engineering Manager at Salesforce and an Engineering Manager at Hazel Health, I bring a wealth of knowledge in software engineering and leadership. My coaching is tailored to help you navigate the rapidly evolving AI landscape, whether you're looking to enhance your technical skills or develop a strategic mindset. Let's connect and chart a path to your success in AI and machine learning!

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.

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 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!