hi, i'm aditi. final year undergrad at christ university, bangalore.
i work in ml and ai. i also read a lot of things that have nothing to do with ml and ai. i think most fields are just studying the same underlying structure with different vocabulary.
so i read sociology, philosophy, archaeology, psychology, astrophysics, neuroscience, not as hobbies, but because the pattern usually shows up somewhere unexpected first.
check out:
shelf-of-detours
languages:
experience:
1. intern, KPMG, python automations for internal RA and finance processes
2. ml research intern, NMCAD Lab, IISc Bangalore, trajectory optimization for defense eVTOLs
3. sde intern, Reliance, full-stack on the Jio loyalty platform
4. embedded systems intern, KRIBHCO, control algo for VFDs
current research:
The Homomorphism Treewidth Hierarchy: Treewidth, Homomorphism Counting, and the Expressive Limits of Graph Neural Networks
link to repo:
the-homomorphism-treewidth-hierarchy-for-gnns
p.s. i love graphs
add-ons:
1. AIR 19, LIMIT, theoritical math comp by jane street & ISI bengaluru
2. finalist, google agentic ai day hackathon, 2025
3. finalist, ai for good hackathon 2025, by microsoft & blend
other:
selected projects:
1. C60.ai
an AutoML framework that treats pipelines as graph structures. inspired by molecular evolution. built for when hyperparameter tuning alone isn't enough.
2. Trajectory Optimization in Defense eVTOLs
four-layer autonomous mission planning for eVTOL aircraft in contested airspace. research output with IISc.
3. DS-PAH-GNN
physics-aware GNN for real-time power loss prediction and topology optimization in DC microgrids.
4. zero-inbox
CLI tool that turns thought-dumps into executable plans. written in Rust. born out of a specific kind of frustration.
5. Distributed Key-Value Store with RAFT Consensus
A distributed key-value store built from scratch in Go, implementing the same primitives that power etcd, CockroachDB, and TiKV
things i do when no one is watching:
a. my quant portfolio: my-awesome-quant-portfolio
b. i experiment with theoretical math and physics at: fuzzy-octo-fishstick · perpetual-quandary
c. my indie lit portfolio: noirvestige
what i'm listening to while i watch my code crash:
paramore · blink-182 · laufey · lifafa · cornershop · the national · phoebe bridgers · bill evans · chet baker · townes van zandt · adrianne lenker · pinegrove · nick drake · norah jones · wilco and more...