Open to opportunities

Vedant User

@vedantuser3

Message

I build efficient AI systems for legal, vision, and language applications.

India

Message

What I'm looking for

I'm looking for opportunities to build and deploy practical AI systems, especially in NLP, LLM fine-tuning, computer vision, and software development, while growing through challenging engineering work and collaborative teams.

I've advanced patent-document summarization at Suvidha Foundation by fine-tuning T5 with resource-efficient training strategies, outperforming BART-large and PEGASUS baselines on the BIGPATENT dataset.

I build practical AI products, including an Indian Penal Code legal assistant that achieved 94% accuracy across 2,500+ legal questions and reduced inference latency by 60%. I've also developed a real-time tennis analysis platform using YOLOv8, PyTorch, and OpenCV, delivering 200+ FPS video processing and actionable sports analytics.

I'm pursuing a B.Tech in Computer Science & Engineering with an AIML specialization while strengthening my foundations in algorithms, data structures, NLP, computer vision, and full-stack AI deployment.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Suvidha Foundation

Apr 2025 - May 2025 (1 month)

Led an independent research project on abstractive summarization for patent documents, fine-tuning T5 with parameter-efficient strategies. Achieved state-of-the-art results on the BIGPATENT dataset, outperforming baselines with significant ROUGE and METEOR score improvements.

NLP Model Optimization PyTorch Hugging Face Evaluation Metrics (BLEU ROUGE BERTScore)