Timeline
Major milestones, research progress and directional shifts.
2026
Intern at CEERI
May 2026
Deploying an rPPG model on Jetson Nano
May 2026
Deploying an rPPG model on Jetson Nano
2025
EEG-LLM research begins (NTU/NIE)
Dec 2025
Started working on cognitive decoding models and EEG pipelines.
Dec 2025
Started working on cognitive decoding models and EEG pipelines.
Multi-agent LLM optimisation (TCS Research)
Nov 2025
Focused on inference speed-ups and routing strategies.
Nov 2025
Focused on inference speed-ups and routing strategies.
GPU-Direct & HDF5 I/O (DaSH Lab)
Aug 2025
Entered ML systems and HPC domain.
Aug 2025
Entered ML systems and HPC domain.
FinTech education startup exploration
May–Jul 2025
Early work on student-focused finance literacy.
May–Jul 2025
Early work on student-focused finance literacy.
Developers community (300+ members)
2025
Started a technical community at BITS Goa.
2025
Started a technical community at BITS Goa.
2024
DL Foundations — PyTorch, Transformer, ResNet
2024
Built core ML implementations from scratch.
2024
Built core ML implementations from scratch.
Joined BITS Pilani Goa
Aug 2024
Electronics & Instrumentation.
Aug 2024
Electronics & Instrumentation.