About
Focusing on designing and refining AI systems with a strong emphasis on clarity, stability, and rigorous reasoning. My work covers machine learning, NLP, and language models, where I take initial concepts and develop them into reliable, well-structured systems. I examine prototypes from the ground up, isolate weak points, and rebuild their logic until the behavior holds under varied conditions. I work with models, data, and algorithms in a direct, methodical way that keeps the system predictable and controlled. Outside technical work, I spend my time playing cricket or training in martial arts (Black Belt, Dan 1). I write clean code, question assumptions without delay, and depend on solid algorithmic structure.
Work Experience
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
BiasNet: A Contrastive GNN Based Framework for Classifying Political Stance in News
Reading Between the Lines: LLM-Powered Topic Modelling and Graph-Based Insights from Research Abstracts
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.