NST GenAI Hackathon
Special Jury Award
Wraith OS — RetroCloud
Built a lightweight cloud file-management system with a FastAPI backend.
I buildAgentsRAGGANsRustViTsAgents
AI/ML engineer & researcher. B.Tech CSE (AI) at Bennett University — building grounded agents, deep-learning research and Rust systems.

About
I build models that show their work — they cite, abstain, or explain. Never just guess.
I am a Computer Science and Engineering undergraduate at Bennett University (The Times Group), specialising in artificial intelligence, with a CGPA of 8.92. My coursework runs through linear algebra, probability and statistics, machine learning, deep learning, NLP and data structures — and my work sits across all of it.
Most of what I build is about models that can account for themselves. Ruchi verifies every citation in a legal brief against 38,005 Supreme Court judgments. IndicRAG-QA cites a passage or abstains. TruthShield explains its verdicts through attention rollout. On the research side I ran a four-model discriminator ablation to resolve the PatchGAN paradox in MRI tumour segmentation.
I am CTO of RenoCred, which has read the terms of 500+ Indian credit cards so it can tell you which one to swipe for every spend. I also lead student AI/ML research as Research Lead for the IEEE and ACM chapters at Bennett, and spent the summer of 2026 at Publicis Resources administering and testing AI-enabled enterprise applications in production. When the work needs to be fast, I write it in Rust.
Selected work · 6 packs
Research ablations, agents that ground every answer, and systems code compiled to run in the browser.
The workshop · interactive
Welcome to the workshop
Every object opens part of the story — or pick from the list.
Supreme Court judgments Ruchi checks citations against
SSIM — best PatchGAN in the BraTS ablation
Recall on unseen attacks, up from 8.5%
Validation F1 — TruthShield's fusion head
Tests across the Rust systems projects
Indian credit cards RenoCred has read the terms of
Oct 2026 — Present
Experience
Jun 2026 — Aug 2026
Experience
Publicis Resources
Gurugram, India
2025 — 2026
Experience
IEEE & ACM Student Chapters, Bennett University
2024 — 2028
Education
Bennett University, The Times Group
Greater Noida, India
Technical skills
ML / DL
Models
GenAI & Agents
Languages
Systems & Deployment
NST GenAI Hackathon
Wraith OS — RetroCloud
Built a lightweight cloud file-management system with a FastAPI backend.
Project Showcase 2025 — Bennett University × Times of India
TerraVit
Built an AI climate-intelligence system that applies Vision Transformers to satellite imagery.
Open to internships & research roles
Internships, research collaborations, or an agent that needs to stop making things up — write to me.
guptadhruv1402@gmail.com