IterLight Lab
Transform from student to practitioner in Data Science and Quantitative Finance through hands-on research, real mentorship, and a network that lasts.
IterLight was founded with a simple vision: to make world-class education accessible to all — guided by AI, shaped by what your child actually cares about.

“Ever feel like there's a door closing between you and your teen?”
Most AI gives generic answers. Iterlight guides authentic discovery, connecting learning to what your child truly cares about. When learning feels personal, everything changes.
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Transform from student to practitioner in Data Science and Quantitative Finance through hands-on research, real mentorship, and a network that lasts.
Make math exciting with lessons built around your child's favorite sports. From basketball fractions to soccer multiplication – learning that feels like play.
Comprehensive SAT preparation with practice tests. Get ready for college admissions with targeted test preparation that builds confidence and improves scores.
Comprehensive AMC preparation with practice tests. Master competitive mathematics with targeted practice and detailed explanations for AMC 8, 10, and 12.
Automated essay grading and feedback. Get instant, detailed feedback on writing assignments to help students improve their writing skills and confidence.
Are we doing enough or too much?
What matters more? Grades or extracurriculars?
What's the right balance between support and independence?
When should we start thinking about college?
How do I know if my child is on the right track?
We create clarity in a complex world, offering thoughtful guidance based on each learner's unique journey. IterLight combines expert-informed structure with thoughtfully designed AI to help you see where your learner stands today and confidently navigate what comes next—turning moments of uncertainty into opportunities!
Application guidance, essay development, and test preparation that helps students showcase their true potential to their ideal institutions.
Customized study approaches for subjects from mathematics to writing, designed to build both knowledge and confidence.
Learning materials and activities that build strong academic basics while nurturing curiosity and joy in learning.
Helping students explore and develop their passions through meaningful projects that demonstrate their capabilities.

Former Director of Data Analytics at the University of Chicago Admissions Office. Years spent reading, assessing, and shaping student applications.

Accepted to Stanford, Princeton, Columbia, UC Berkeley, Amherst, and Williams. Veteran tech founder with a passion for fairness and clarity in education.

Once dreading writing, Oliver now fills notebooks with science raps and personal stories. All thanks to a learning plan sparked by his love of lyrics and soccer.
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A talented pianist unsure how to express herself found her spark through essays that linked discipline to empathy, and landed the hospital volunteer role she dreamed of.
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Once consumed by gaming binges, Ethan now codes past midnight, creating fantasy worlds that bridge his passion for dragons with computer science.
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There’s something magical about the sound of bicycle wheels spinning on pavement at dawn, especially when one set belongs to a nine-year-old boy racing ahead on a slightly oversized bike, another to a...
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I recently came across an article about AI and the concept of “creative destruction.” Sounds a bit dramatic, right? For those who haven’t heard the term before, “creative destruction” is a classic ide...
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How many children truly do something fun and meaningful over their summer break? Beyond the standard sleep-away camps, swimming lessons…
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When Life Gives You Universal Studios: How One Student’s Spontaneous Vacation Is Revolutionizing Her Math LearningHow a 16-year-old’s unplanned theme park adventure is becoming our real-time case stud...
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