Hello fren 👋, I'm

Samarth Garg.

Where code meets cognition, I bridge the gap between machines and understanding.

I'm a passionate AI-researcher/enthusiast having an experience of creating models for complex real-world problems.

Student at @ABV-IIITM Gwalior

Python

PyTorch

Scikit-learn

NumPy

Pandas

Matplotlib

Spacy

OpenCV

networkx

Seaborn

Research and develop advanced Machine Learning algorithms, exploring novel architectures and refining models to solve complex problems.
Collaborate on cutting-edge projects, applying ML techniques to optimize decision-making processes, enhance data-driven strategies, and innovate across diverse domains.
Continuously analyze and implement state-of-the-art methodologies, leveraging my expertise to contribute to the evolution of AI for tangible real-world applications.

Novemeber 2023 - Current

Engaged in the enhancement of abstractive summarization through the application of diverse model interpretability techniques.
Actively implementing cutting-edge methodologies such as knowledge distillation, multiobjective optimization, and leveraging state-of-the-art language models like T5 to elevate summarization quality and efficiency.
Leveraged Large Language models (LLMS) like llama2 to curate and generate datasets, ensuring robust and specialized data for training and validation purposes in the summarization domain.

what's next

I'm currently looking for more collaboration opportunities especially in the areas of LLMS, Interpretability and related NLP topics.

Whether you have a project to discuss or just want to say hi, my inbox is open for all!