Proof

The evidence wall.

Claims are cheap. Here's the verifiable record behind the work — wins, publications, and recognition, each linked to its source.

Headlines

SIH 2025 Winner

TattvaDrishti won Smart India Hackathon 2025 in December 2025 with an LLM threat-intelligence platform.

Patent Publication

Rakshak led to a published Indian patent application in January 2026 for an autonomous surveillance rover.

OpenAI Cohort

Selected among 28 students nationwide for OpenAI's inaugural ChatGPT Lab for Students India cohort.

arXiv Publication

Co-authored arXiv:2604.06277, published on April 7, 2026, on distilling hallucination signals into transformer representations.

Open Source Recognition

Finished in the top 8% of GSSoC contributors and was recognized as a Hacktoberfest Super Contributor.

Record

Indian Patent System↗

RAKSHAK Patent Application Published

Published as Indian Patent Application No. 202541112724 A in January 2026 for an autonomous security and surveillance rover.

Weakly Supervised Distillation of Hallucination Signals into Transformer Representations

Co-authored arXiv:2604.06277. The paper introduces a weak-supervision framework, a 15k-sample hallucination dataset with full transformer hidden states, and five probing architectures for internal hallucination detection.

ChatGPT Lab for Students

Selected among 28 students nationwide for the inaugural India cohort focused on student use of LLMs for learning and research.

GirlScript Summer of Code

Finished in the top 8% of contributors, ranking 185 out of 2613 participants through sustained open-source contributions.

Hacktoberfest↗

Hacktoberfest Super Contributor

Recognized for sustained, high-quality open-source contributions across multiple repositories in October 2024.

Harvard University↗

CS50x

Computer science foundations across algorithms, data structures, C, Python, web development, and software design.

Deloitte Technology Virtual Internship

Completed Deloitte's virtual technology simulation focused on consulting-style tasks and solution framing.

Student API Fundamentals

Covered API requests, environments, tests, collections, and collaboration workflows in Postman.