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Akshat Gupta

Akshat Gupta

ML engineer and CS student focused on generative AI

akshat-gupta-0432
Moline, Illinois
99 connections
Joined April 2026
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Summary

Machine learning practitioner and technical writer focused on generative AI and LLM systems. github+1
Active contributor to academic and research projects in data-driven geometry and 3D human-object interaction, with fellowship and co-authorship roles in research programs and CVPR work. uchicago+1
Practical software engineering experience across startups and crypto companies through multiple internships, complemented by teaching support roles at UIUC as an undergraduate course assistant. illinois
Open-source and course-project engagement demonstrated by code contributions (e.g., athina-evals) and participation in group course repositories. github+1

Work

Education

Projects

Writing

Hypothesis Testing Involving Candidate Topological Spaces To Learn How Topological Noise Arises Through Different Probability Distributions

April 1, 2023

High-school research presentation and write-up on applying topological data analysis and persistent homology to study how topological noise arises under different probability distributions.

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Technical blog posts on generative models, LLMs, vector databases, and related ML topics

Collection of detailed blog posts and tutorials on diffusion models, fairness in ML, vector databases, knowledge graphs, prompt engineering, RAG, and LLM evaluation — hosted on the author's personal site.

Favicon imageakshat4112.github.io