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1:1 AI + X Research Mentorship

Student Research Journeys

Through personalized guidance from top AI researchers, our 1:1 AI + X alumni publish in academic journals, present at international conferences, and win top awards at the world's most competitive science fairs. Every result below is a real outcome from our own records — searchable, sortable, and linked to its source wherever a public record exists.

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108 outcomes link to a public record Cohorts from 2023–2026

  • 187
    students with a published outcome
  • 126
    journal papers & preprints
  • 70
    science fair & competition results
  • 24
    conference presentations
  • 32
    college & research program acceptances
Featured wins

A few standouts from the table below — each one started as a 1:1 project with a Stanford- or MIT-trained mentor.

  • Grand Champion → ISEF Dallas

    Bliss Singhal · 2023

    Grand Champion at the Central Sound Regional fair and 1st place in Translational Medicine at the Washington State fair, for a deep-learning framework predicting intractable seizures. Now at the University of Pennsylvania.

    See the record

  • 3rd Place Grand Award, ISEF

    Yookta Pandit · 2026

    Grand Prize at the Hitachi Science & Engineering Fair, then a Grand Award in Computational Biology & Bioinformatics at the international finals — for multimodal real-time seizure prediction.

    Record on file

  • 1st Place, PA Academy of Science

    Aaisha Ansari · 2025

    First place at the Pennsylvania Junior Academy of Science regionals and a place at the state fair, for a machine-learning method to determine the age of supermassive black holes.

    See the record

  • Published in the Journal of Clinical Oncology

    Amrik Majumdar · 2026

    Peer-reviewed research on multi-timepoint imaging for lung-cancer staging, presented at the 2026 ASCO Annual Meeting — an academic venue, not a student journal.

    See the record
Student outcomes explorer

Every outcome, in one place

Publications, conferences, science fairs and college acceptances — searchable and sortable. Opens on the 130 results that link to an official record; switch to Everything on file for all 252. Where a student has a write-up in the project gallery, the row links to it too.

Student research outcomes
Type Links

Blank project titles are outcomes where the paper or project name was not recorded in the source sheet. “Accepted” and “Under review” mark papers that are through peer review but not yet in print.

Inspirit 1:1 Alum Wins the 2024 Princeton University Science Fair — and Joins Princeton’s Class of 2029

Read About Jaymin's AI Research Journey

In their own words

Watch students present their research

Every 1:1 AI + X project ends with the student presenting their own work — the question, the data, the model, and what it found.

  • Unveiling Intractable Epileptogenic Brain Networks with Independent Component Analysis and Deep Learning: A Novel and Comprehensive Framework for Scalable Seizure Prediction in Unimodal Neuroimaging Data in Pediatric Patients

    Bliss Singhal

    ISEF Finalist · now at the University of Pennsylvania

    Watch on YouTube

  • Astronomical Redshift and Machine Learning: Determining Age of Supermassive Black Holes

    Aaisha Ansari

    1st Place at the Pennsylvania Academy of Science · accepted to State ISEF

    Watch on YouTube

  • OSCAR: Obstructive Sleep Apnea Classification and Risk: A Machine Learning Framework for Improving Sleep Apnea Severity Classification

    Dylan Po

    Accepted to State ISEF

    Watch on YouTube

  • Hotel Reservation Cancellations: Predictive Modeling and Feature Impact Analysis

    Grant Lau

    Published in the Journal of High School Science

    Watch on YouTube

  • AI-Based Image Classification Used to Accurately Distinguish Recyclable Material Versus Non-Recyclable Material

    Katarina Avlijas

    Accepted to Synopsys

    Watch on YouTube

  • Deep Manifold Learning for Reading Comprehension and Logical Reasoning Tasks with Polytuplet Loss

    Jeffrey Lu

    Accepted to the Future of Information and Communication Conference

    Watch on YouTube

  • The Use of Artificial Intelligence to Predict Loan Defaults

    Prashanth Venkatesh

    Published in Curieux Academic Journal

    Watch on YouTube

  • Predicting Fake Job Listings from Real Ones Using Machine Learning Models

    Ronit Munshi

    Accepted to the Greater San Diego Science and Engineering Fair

    Watch on YouTube

  • Utilizing Artificial Intelligence in Gravitational Microlensing Detection: A Novel Study to Enhance Dark Matter Findings

    Suhaan Khan

    3rd Place at State TSEF

    Watch on YouTube

Inspirit 1:1 Alum Accepted into the Journal of High School Science — and Joins Cornell’s Class of 2029

Read About Shruti's AI Research Journey

Publication features

Where our students publish

From the Journal of Emerging Investigators to arXiv, IEEE and Springer Nature — students submit to real venues and go through real review.

  • Curieux Academic Journal25
  • Journal of Student Research22
  • National High School Journal of Science17
  • Journal of Emerging Investigators11
  • Oxford Journal of Student Scholarship9
  • Journal of Research High School7
  • arXiv4
  • IEEE3
  • International Journal of High School Research3
  • Vanderbilt Young Scientist Journal2
Where they go next

College acceptances

Two counts, deliberately kept apart — the acceptances recorded against the students in the table above, and the full 1:1 AI + X alumni picture.

Recorded in this dataset 30 university acceptances across 16 institutions, plus 2 selective research programs

  • UPenn ×5
  • UC Berkeley ×3
  • Caltech ×2
  • Cornell ×2
  • Johns Hopkins ×2
  • MIT ×2
  • Northeastern ×2
  • Stanford ×2
  • UChicago ×2
  • UIUC ×2
  • Baylor
  • Cambridge
  • Carnegie Mellon
  • Princeton
  • UC Davis
  • Yale

Across all 1:1 AI + X alumni not limited to the students in this sheet

Logos of universities Inspirit AI alumni have been admitted to
In the past two years, 100+ of our 1:1 AI + X alumni have gone on to Harvard, Columbia, Princeton, Stanford, Brown, UC Berkeley, Cornell and Cambridge, among many other top universities worldwide.

View full college admissions results

Start your own research journey.

1:1 AI + X pairs you with a Stanford- or MIT-trained mentor to take one idea from first line of code to a submitted paper, a science fair entry, or a conference talk.

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