Hi, I’m Hamza. I’m a founder by day and a professor by night, working at the intersection of Agents and Product Design.
I started Traversaal.ai with a simple goal: to build scalable AI products for startups and enterprises that integrate smoothly into existing systems while staying flexible and cost efficient.
We’ve had the opportunity to work with Fortune 100 companies, and the lessons from those experiences are woven directly into this course.
This course brings together everything I’ve learned in practice, along with the material I teach across universities.
I still spend a lot of time writing code, you can check out my GitHub.
I also share my thoughts and learnings on how organizations should think about moving demos to production grade scale on, The Production Gap: Substack.
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Global Impact – Taught 10,000+ students worldwide through open education initiatives, with projects featured in Times Square twice.
Industry Expertise – Led AI projects with Google, and worldwide, including building secure Enterprise RAGs and regional language models
Bootstrapped Founder – CEO & Founder of Traversaal.ai, leading an 18-engineer global team building enterprise-grade AI agents
Hey, I’m Aishwarya, a product builder obsessed with turning ideas into real, working products with AI at the core. Over the past decade in SaaS, I’ve built zero-to-one products, scaled go-to-market motions, and worked across diverse domains.
Beyond work, I host The Founder’s Foyer, where we break down how ideas become products, mentor startup founders through programs like Stanford Seed Spark, and experiment with AI + video to push GenAI storytelling. I also run a tech-led e-commerce brand, Rue Des Arts.
I operate at the intersection of building, growth, and AI, grounded in empathy, a growth mindset, and responsible tech. Let’s connect.
", "headline": "AI Product Builder | Startup Advisor", "title": "AI Product Builder | Startup Advisor", "linkedin_url": null, "twitter_handle": null, "custom_social_link": null, "logos": {"logos": [], "label": null}, "highlights": null, "highlights_html": "I am the founder of Traversaal.ai, an LLM-based startup dedicated to building scalable, customizable, and cost-efficient AI solutions for enterprises. My work focuses on practical, production-ready AI, far from the flashy, overhyped demos that fail in real-world environments.
With over 15 years of experience in machine learning, my career has spanned three continents and seven countries, working across industries like tech, telecommunications, finance, and retail. As a former Senior Research Manager at Google and Walmart Labs, I have led teams specializing in optimization, NLP, recommender systems, and time series forecasting.
Currently, I serve as an adjunct professor at Stanford Continuing Studies and UCLA, where I bridge the gap between academic research and real-world AI applications. My passion lies in educating the next generation of AI practitioners and enabling organizations to build enterprise-grade AI solutions that are scalable and efficient.
Beyond academia, I have been recognized as a Top AI Voice on LinkedIn multiple times, with my work even being featured in Times Square. Last year, Meta awarded me a $100K AI Grant for my contributions to the field—further validating my commitment to advancing AI research and deployment.
I regularly speak at conferences, lead training sessions, and consult on AI strategy, covering topics like large language models, deep learning, cloud computing, and AI deployment at scale. My mission is simple: help organizations cut through the noise and build AI solutions that actually work in production.
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In addition to her industry leadership, Gabriela has taught for Coursera, EdX, and DataCamp, where her courses have reached over 300k learners worldwide. She also founded R-Ladies and AI Inclusive, global communities empowering over 200,000 members.
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Beyond work:
→ I host The Founder’s Foyer, a podcast and builder collective where we deconstruct how raw ideas become real-world products
→ I mentor startup founders as a part of incubators and programs like Stanford Seed Spark
→ I tinker with AI + video workflows, expanding the boundaries of GenAI filmmaking and storytelling
→ And when I’m not building, you’ll find me sketching old cities, hosting heritage art walks, and running my tech-led e-commerce brand, Rue Des Arts.
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🔗 LinkedIn (90k+)
🤝 Coaching
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Marily is also an Executive Fellow at Harvard Business School where she teaches AI Product Management.
She has taught over 8k students on Maven and offers these courses:
✉️ maven@aiproduct.com
Reach out for corporate trainings and group/student discounts.
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