
About
I am a researcher and engineer working on language-model agents, graph machine learning, and reinforcement learning. Papers have been accepted on harness design for biomedical claim-verification agents, hypergraph models for neurodegenerative disorders, political stance in news, topic graphs over research abstracts, and explainable traffic-accident detection. I studied computer science with a specialization in AI and machine learning, and I also build the systems around that work, including agents that plan, reason, use tools, and stay inside a structure. Outside of that I play cricket and train in karate, where I hold a Black Belt Dan 1. I am a little interested in philosophy too.
Work Experience

Arctic Wolf Networks


Projects
Katha - Hindi SLM
Katha is a Hindi story generation model based on Llama-3.2-1B, fine-tuned with LoRA adapters on the TinyStories-Hindi dataset. It creates coherent and engaging short stories, completes Hindi text prompts, and assists with creative writing in Devanagari script. The project leverages Transformers, PEFT, and LoRA for efficient adaptation and was trained on high-performance GPUs. Katha is optimized for natural, creative Hindi storytelling and text completion.
Hackathons
Research and Publications
Real PMIDs, Wrong Papers: Harness Design for Biomedical Claim-Verification Agents
Agentic AI for Biological Discovery (AgenticLS)HyperGNNs for Multi-Modal Classification and Severity Analysis of Neurodegenerative Disorders
Insights & Updates
Skills
Education
Achievements
ACM ICPC Asia West Regionalist
Qualified for the ACM ICPC Asia West Regional Contest.
Knight at LeetCode
Achieved the title of Knight at LeetCode with a rating of 2000+.
First Runner-Up, Flipr Hackathon 26.1
Secured the First Runner-Up position in the ML/AI track at Flipr Hackathon 26.1 for building an AI powered personal finance tracker.
Black Belt Dan 1 in Karate
Attained the rank of Black Belt Dan 1 in Karate, reflecting dedication, discipline, and expertise in martial arts.