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: Working with Geographical bias in Vision Language Models (VLMs).

• Previous Research: 

Machine Learning feature selection for Spreading Factor selection in the LoRaWAN network done at BITS Pilani.

Adversarial Attacks - Investigated vulnerabilities in NLP and computer vision in previous research at University of South Carolina and NIT Trichy, respectively. Visit LinkedIn for details

Open Source‣‣ Currently fine-tuning PaliGemma  (VLM) for different use cases. Check my Hugging Face profile

Research Interests ‣‣

Deep Learning for science, AI content detection (text, image, video), NLP,  Multimodal Learning, Alignment/ fine-tuning methods/quantization, Small Language Models and Knowledge Distillation in LLMs/ Multimodals. 

contact@amanprakash.dev