Somansh Budhwar · Research & engineering

Building things.
Understanding
why.

Exploring intelligence through research and software. A growing collection of papers, projects, and curious experiments.

Fine silver-blue orbital paths in a sparse star field
ORBITAL FIELD

01 / On my mind

An idea taking shape.

Research
Working draftMachine learning · Memory

That Reminds Me

Using model weights to trigger memory

Open the paper

02 / Selected work

From questions to code.

Research · Applied ML
Llama in a mountain landscapeLanguage models

01 — Applied AI

Llama for ADHD

A Llama 2 experiment combining retrieval-augmented generation and prompt engineering, served from a Linux server.

Explore the experiment
Satellite imagery used in glacier area analysisComputer vision

02 — Earth observation

A changing landscape

Glacier area analysis from 1985 to 2022 across five continents. Explore the imagery behind the research.

View the glaciers
Cat, the subject of the action recognition thesisMultimodal learning

03 — Bachelor thesis

Understanding action

Recognizing actions in cats with a mixed-input CNN, combining images and knowledge graphs for scene context.

Read the thesis
04

Gesture generation · GENEA Challenge

VAE and LSTM models for 3D avatar gestures from speech and text.

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05

Particle swarm optimisation

A Python implementation exploring the Eggholder function.

Open notebook ↗
06

Glacier analysis · Draft paper

Global glacier area analysis across five continents, 1985–2022.

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07

Anthropology notes · SleepyBear

A collection of anthropology notes, created with Arushi.

Visit SleepyBear ↗

03 / The lab

A little room to experiment.

Tools & side projects

04 / Keep the conversation going

Good things start with an idea.

Research, collaborations, or something you're curious about.

Get in touch