Applied Projects (Internships)
Applied Projects (Internships)
Embedded Files
Llamacppport for z/OS (IBM) (🔗)
Ported the latest version of Llama.cpp to z/OS for on-mainframe AI inferencing, along with support for modules like OpenBLAS, SIMD, etc. Designed Model Context Protocol (MCP)-based website for interacting with AI models through 'Chat', 'Explain Code', and 'Generate Tests' functionalities, to help users work with open-source tools in the z/OS ecosystem.
Was featured in the zOpen Community Quaterly Digest (first name in the screenshot) Click on the images to be redirected to the respective pages!
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Limits of Vision Language Models (CVIT, IIITH)
Investigating limitations of multimodal large language models on real-world driving datasets and scenarios.
eBPF for iSCSI (HPE) (🔗)
Developed eBPF-based monitoring tools for tracking I/O performance in iSCSI storage systems.
Visuals Classification (DeepTuned.ai)
Trained a YOLO and MLP Neural Network for classifying visuals extracted from research papers as Graphs, Tables and Others.
A few pet projects
Farmie
1st Place, PAML Hackathon, CIE@PESU
A full-stack application that helps farmers with yield estimation (with about 98% accuracy) and plant leaf disease detection (90% accuracy).
Gravitational Lensing:
Classification and Generation
A diffusion model to generate realistic gravitational lensing images (<1 FID score), and a ResNet model to classify them based on substructure (91.6% accuracy)
Baymin: Your Personal
First-aid Companion
Built a RAG system by combining vector searching (FAISS) and LLM-driven reasoning (Groq) to create a first aid helper.
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