Bengaluru, India · IB Diploma · United World Academy

Saanvi Raghavendran.

I use mathematics to build things: models that reconstruct forgotten Indian classical music, machine learning that catches faults in spacecraft telemetry, and a programme that brings digital learning to rural government schools.

Computer EngineeringElectrical EngineeringAerospace EngineeringInterdisciplinary Research
markov_swara.wl
Sa →
150/150AMC 12A perfect score
2× AIMEQualifier
3rd, ICYSMathematics, international
S.T. YauScience Award shortlist
$3,000IB Global Youth Action Fund

01 · Research

Where music meets mathematics

Most of my research asks what mathematics can recover, generate or explain about music, and lately, what it can tell us about materials and machines.

Grades 11–12 · with Carnegie Mellon University

Artificial Rosetta Stone

Reconstructing outdated Indian classical music through mathematical modelling. As lead computational musicology researcher, I applied computational linguistics and machine-learning models to analyse ancient musical structures.

  • arXiv preprint ↗
  • American Mathematical Monthly
  • S.T. Yau High School Science Award shortlist (international)
  • Funding approved by Google DeepMind and the Max Planck Society

Grade 11

Markov Chains in Music Composition

Probability, stochastic processes and Markov chains for algorithmic music generation, including first-order Markov pitch-class models that blend Carnatic ragas with Western chorale melodies.

Grades 11–12 · Wolfram Research

Wolfram High School Summer Research Program

Computational research on materials science and auxetics, with a published computational essay analysing complex data patterns. Worked alongside STEM experts and Dr. Stephen Wolfram.

02 · Things I've built

Founded, shipped, still running

Four projects, from a rural education initiative to a portable diagnostic kit.

project_setu

Founder & President · Grades 10–12

Project Setu

A student-led, data-driven rural education model that closes digital and arts learning gaps in government schools. Expansion targets 25 schools; recognised by State and Central government, featured in Outlook and Financial Express, and nominated for the Ashoka Young Changemaker award by Lok Sabha MP P.C. Mohan.

10K+ studentsINR 280K raised15+ volunteersIB GYAF $3K grant

Visit Project Setu ↗

svarai.app

Founder & Lead Developer · Grades 10–12

SvarAI

An explainable AI tutor for pitch accuracy and gamaka control in Carnatic vocal music, on the web and the Play Store. I optimised the ML models and deployed the platform in schools.

1,100+ studentsPatent pendingCREST Gold

Try SvarAI ↗

atrophai

Conrad Challenge Semifinalist · Health & Nutrition

AtrophAI

A compact, portable diagnostic kit combining ultrasound, bioimpedance, sEMG, electrochemical creatinine sensing and inertial sensors. It gives real-time muscle-atrophy scores and personalised exercise recommendations from AI models that adapt to biological differences.

Multimodal sensingReal-time scoring
mentor_connect

Founder

Mentor Connect

An AI-powered mentorship platform giving budding entrepreneurs accessible guidance from established founders. Version 1.0 launched at my community's APR Entrepreneurship Hive.

v1.0 liveFirebase · Gemini API

03 · Internships & teaching

Satellites, robots, and AMC 8 classrooms

Grade 11 · Centum Electronics

Aerospace ML & Satellite Telemetry Intern

Mentored by CTO Dr. Vinod Chipalkatti. Engineered a hybrid ML system that detects latent spacecraft faults missed by standard monitoring and traces each to its root cause, using graph-based methods, PCA and anomaly detection. Received the CTO's highest endorsement.

Code on GitHub ↗

Plaksha University

Young Technology Scholar

Worked on teleoperation devices and led a team of five presenting to the University's Chancellor, Dr. Shankar Sastry, former Dean of Engineering at UC Berkeley.

Abstract Math Institute

Math Circle Tutor

Designed and taught free AMC 8 classes for motivated students across India, and led a national maths circle using the Beast Academy curriculum.

United World Academy

IB CAS Prefect · Head of MUN Finance

Expanded Project Setu with students and faculty, led the Grade 11 visit to donate sports equipment to a local government school, and coordinated food stalls and sponsors for the MUN conference.

04 · Honors

Competitions & recognition

Competition / programmeResultLevel
AMC 12APerfect score, 150/150International
AIMEQualifier, twiceInternational
International Conference of Young Scientists3rd Place, MathematicsInternational
MIT Math Prize for GirlsInviteeInternational
Stanford Math TournamentDistinguished Honourable Mention (Discrete & Algebra), twiceInternational
Purple Comet#26International
Conrad ChallengeSemifinalist, Health & Nutrition (AtrophAI)International
International Mathematical Modelling ChallengeHonourable MentionNational
RoboCup Junior 20244th Place and Best Design Award (Asia-Pacific qualifier)National
UPenn PACT, with Dr. Rajiv GandhiSelected attendeeProgramme
Kumon Mathematics & Reading8× Platinum; completed Math O & Reading L; graderProgramme

05 · Academics & skills

The toolkit

IB Diploma subjects

Physics HL
Chemistry HL
Mathematics: Analysis & Approaches HL
History SL
English A: Language & Literature SL
Spanish B SL

Skills

  • Programming: Python, Java, Wolfram Language, Sonic Pi
  • Mathematics: algorithms, stochastic modelling, Markov chains
  • Data science & AI: machine learning, graph neural networks, anomaly detection, predictive modelling
  • Tools: Firebase, Gemini API, Hugging Face, Gradio, Streamlit

Languages & courses

  • English fluent · Spanish B2 · Kannada beginner · Portuguese A1
  • Wolfram U: Creative Computation
  • Art of Problem Solving: Intro to Counting & Probability; Intro to Number Theory

06 · Side Quests

Records, rhythm, and long walks uphill

What I do when there's no problem set. I listen to almost everything, dance Bharatanatyam, hike wherever I travel, and keep a small, growing shelf of vinyl.

The Collector's Room

9 records, so far

▸ CLICK THE CABINET

Crate index: pick any sleeve to pull it straight out.Drag sideways in the room to look around.

On loop

Listening to everything

▶ CURRENTLY ON LOOP

Updated by hand. Nothing plays until you open Spotify.
Carnatic vocalist

5+ years of formal training, board-certified, with concert and cultural-event performances.

Sonic Pi producer

I write algorithmic music in code using Markov chains and other maths, and released an album on YouTube.

Listen on YouTube ↗

No single genre

Hip-hop, psych-rock, indie and Carnatic music all get played here. The crate above is proof.

Bharatanatyam

Rhythm, held in the body

Every adavu I learn sits on a tala, a cycle of beats kept with the hands. This is Adi talam: eight beats, made of a laghu (a clap and three finger counts) and two drutams (a clap and a wave each). Dancers practise it in three speeds, each twice as fast as the last.

10+ years of trainingState examinations completedNational & international stagesPreparing for Arangetram

Trails

Hiking, all over the world
Illustrative map · move across it or pick a trail

Trail log

I hike wherever I travel.

    No trips logged yet. Add them to TRAILS in the page data: name, place, date and a note.

    The lines are the same idea as the grooves on a record: rings around a centre, packed tighter where things get steep.

    07 · Say hello

    Let's talk maths, music or machines.

    saanviraghavendran@gmail.com