Skip to content
View sagnikc395's full-sized avatar
🎯
Focusing
🎯
Focusing
33 followers · 57 following

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Block or report sagnikc395

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
sagnikc395/README.md

hey, i'm Sagnik

i’m currently pursuing my Master’s in Computer Science at UMass Amherst.

lately, I’ve been fascinated by how small language models reason — how we can help them think more reliably, and how fine-tuning them on ontologically diverse data and how we might make them better at understanding complex, domain-specific questions, especially in Medical QA.

i’ve been trying to get back into writing more regularly — sharing notes, ideas, and half-formed thoughts as I explore new papers and projects. Feel free to check out my writing at blog.

12/12/25 Update

A recent thing that I have been interested in recent times is how Tiny Self Impoving Reasoning Models work. Currently reading through the following:

Pinned Loading

  1. autodiff autodiff Public

    An implementation of an Automatic Differentiation machine made as part of CS689.

    Python

  2. neural-networks neural-networks Public

    Neural Networks Course Project made as part of CS689

    Python

  3. diffusion-models diffusion-models Public

    Normalizing Flows and Diffusion Models made as part of CS689 HW5.

    Python

  4. small-language-model-experiments small-language-model-experiments Public

    Course Project made as part of CS689 exploring different small language models and their architectures.

    Python

  5. DualTrack-COT DualTrack-COT Public

    Forked from atharvadpatil/DualTrack-COT

    Jupyter Notebook