Projects
Each project page carries the sections a reader actually needs: the problem, the method, the experimental setup, what the results were, and what the work does not support. A missing section means no verified source for it — not that it went unmeasured in silence.
9 projects
A systematic zero-shot evaluation of 41 open-weight language models across eight intent-classification datasets.
Python · Hugging Face Transformers · PyTorch · vLLM · Statistical Testing
A controlled ablation isolating how much explicit interaction modelling contributes to early detection in video.
PyTorch · Computer Vision · Video Understanding · Ablation Studies
An incident-response agent whose memory is a transactional database rather than a context window — it remembers consequences, not conversations.
TypeScript · Next.js · React 19 · Tailwind CSS · CockroachDB · Amazon Bedrock · +3
An AI trading copilot for India's options traders — live market data, AI-scored signals, broker execution and a Gemini-powered assistant.
Python · Google Gemini · Angel One API · Real-time Market Data
Retrieval-augmented search and summarisation over roughly 25,000 research papers, built to surface faculty expertise and collaboration opportunities.
Python · LangGraph · Retrieval-Augmented Generation · LLMs · Web Scraping · Embeddings
A full-stack desktop application for engineering data lifecycle management, implementing the CIM4DE conceptual information model end to end.
React · Electron · Vite · Java · Spring Boot · Data Modelling
Detecting circular trading rings in iron-dealer invoice data using cycle detection, Node2Vec embeddings and density-based clustering.
Python · Node2Vec · DBSCAN · Graph Algorithms · Jupyter
Fine-tuning bert-base-uncased on the SMILE annotation dataset, as an end-to-end study of transformer transfer learning.
PyTorch · Hugging Face Transformers · BERT · NLP
A Unity simulation letting students change rocket parameters and watch the resulting flight behaviour in real time, across PC and tablet.
Unity · C# · Physics Simulation
No projects match these filters.
