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ayush585/README.md

Ayushman Mukherjee

YC Startup School India 2026 OpenAI for Startups Microsoft for Startups

Kolkata, India · 16 · building Torobari and Mindmorph Labs

Now

Torobari · Co-Founder & CTO AI brand governance for companies deploying AI agents. A real-time PASS/WARN/BLOCK layer that decides what an agent is allowed to say and do before it reaches a customer. Backed by OpenAI for Startups and Microsoft for Startups.

RouteForge · Mindmorph Labs Closed-source computational chemistry engine doing reaction-constrained molecular search, built to surface drug candidates that can actually be synthesized in a lab, a step most computational discovery tools skip past. Heading toward a reproducible benchmark release.

N3L · Mindmorph Labs Forward-only learning framework with no backpropagation, built for CPU/NPU. The research thread that started Mindmorph Labs and still runs under everything else there.

Recognition

  • One of the youngest founders selected for YC Startup School India 2026, out of 25,000+ applicants
  • Selected among 500 builders out of 13,000+ applicants for Anthropic's "Built with Opus 4.6" hackathon (built ButterFence)
  • Co-authored a paper accepted at ICML 2026 and CIACON 2026
  • 4+ hackathon wins, several as the only high schooler up against university CS teams
  • NASA Open Science Trainee (OS101 & OSE)

Shipped

Hyperion-Delta Reliability layer for AI coding agents. Rolls back a dirty run in place instead of failing it, about 55,000x faster than a git-based rollback. Zero runtime deps. npm i hyperion-delta

ButterFence Claude Code safety harness. Red-teams a repo across 44 attack scenarios and auto-generates enforcement hooks before something destructive or secret-leaking happens. pip install butterfence

SmartChunk Structure-aware chunking toolkit for RAG and LLM pipelines. Keeps headings, tables, and code blocks intact instead of splitting text blind.

FairOps Real-time ML bias monitoring and mitigation pipeline, built for Google Solution Challenge 2026.

AnomaLLM Anomaly detection for jet engine telemetry. LSTM detection plus Granger causality plus an LLM layer that explains why each flagged anomaly matters, built on NASA's CMAPSS dataset.

SignDAO Gesture-based DAO voting for deaf users, with zero-knowledge proofs so votes stay anonymous. Selected among 1,600+ hackers at ETHGlobal.

Stack

Python TypeScript C++ PyTorch React Next.js Node.js Docker

Elsewhere

X · LinkedIn · Medium · ORCID · ayushmanmukherjee12@gmail.com

Pinned Loading

  1. Hyperion-Delta Hyperion-Delta Public

    Undo agent mistakes in microseconds, not seconds. 55,000x faster rollback than Git - built for AI coding agents.

    TypeScript 3

  2. SmartChunk SmartChunk Public

    SmartChunk is a lightweight, structure-aware semantic chunking toolkit designed to supercharge RAG (Retrieval-Augmented Generation) and LLM pipelines. Unlike naive splitters that break text arbitra…

    Python 14 1

  3. SignDAO-ETHOnline2025 SignDAO-ETHOnline2025 Public

    AI-powered oracle for sign language voting in DAOs, with ZK privacy.

    TypeScript 3

  4. kornia/kornia kornia/kornia Public

    🐍 Geometric Computer Vision Library for Spatial AI

    Python 11.3k 1.2k

  5. FairOps FairOps Public

    Real-Time ML Bias Monitoring & Mitigation Pipeline

    Python 1

  6. AnomaLLM AnomaLLM Public

    Python