Rohan Ahuja

About Rohan Ahuja

I\'m a senior majoring in Data Science and Computer Science, seeking a New Grad full-time position. My interests lie at the intersection of machine learning, large language models (LLMs), and backend engineering, especially using predictive and classification models in real-world applications. Recently, I’ve worked on a DoD-funded SBIR Phase II project where I built an OSINT pipeline using vector embeddings and RAG to extract and structure open-source narratives. I also fine-tuned LLMs using LoRA for domain-specific question answering and developed backend systems for marine vessel trajectory prediction using in-context learning(ICL) through GPT-4o. Let’s connect if you’re working on something impactful in this space, or if you\'re hiring for an ML/AI team and would be interested in my skills.

Experience

1. Machine Learning R & d Intern

   Inferlink Corporation

   Jan 2025 — Present

   Contributed to DoD-funded SBIR Phase 2 project by developing an OSINT pipeline for narrative assimilation into a structured knowledge graph - Fine-tuned LLM using LoRA leveraging RAG pipelines with vector embeddings for accurate narrative summarization - Research and implemented marine trajectory prediction using in-context learning(ICL) through LLMS; currently authoring research paper - Assisted in backend engineering by managing PostgreSQL databases and supporting scalable data ingestion and analysis workflows

Education

• University of Wisconsin-Madison

  Bachelor's degree

  2022 — 2026