Hi, I'm Aman Prakash

Welcome!

I'm  a computer engineering  undergrad, graduating in '2026'

  


Highlights:


• Finalist in multiple national ML and software hackathons, as a team leader.

~Amazon ML challenge 2024: 357th rank out of 74,829

~IIT Dhanbad (HackFest) 2024: Finalist

~IIIT Ranchi (House of Hacker) 2023: Pre-Finalist


Research Experiences ‣‣

• Ongoing Research: Machine Learning feature selection for accurate Spreading Factor prediction in the LoRaWAN network.


• Previous Research: Adversarial Attacks - Investigated vulnerabilities in NLP and computer vision in previous research at AIISC and NIT Trichy, respectively. Visit LinkedIn for details


Open Source‣ Currently fine-tuning PaliGemma 1 & 2 (VLM) for different use cases e.g. Image of Receipt to JSON.   Visit



Research Interests ‣‣

AI Content Detection, VLMs NLP, Multimodal Learning, adversarial attacks, Language Models, LLM Alignment, LLM fine-tuning methods, and Knowledge Editing in LLMs/ Multimodals. 


GitHub/ LinkedIn/ Medium/ Other Socials

contact@amanprakash.dev