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  • Columbia University
  • Singapore

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saucam/README.md

Hey, I'm Yash

I build security infrastructure for AI systems and explore the intersection of technology with classical Indian knowledge traditions.

Currently: Building Highflame — an AI security platform that protects LLMs and agents against adversarial threats with sub-10ms guardrails, Cedar-based policy enforcement, and taxonomy-driven vulnerability detection.

Previously: Data engineering, distributed systems, and large-scale ML pipelines.


What I work on

AI Safety & Security — Prompt injection detection, jailbreak defense, agentic safety (loop detection, tool call validation, MCP security), credential leakage prevention. Fine-tuned 16+ transformer models for threat classification.

Vedic Computingvibz.art — a creative platform powered by Lilavati, a Rust-based panchang computation engine that models astronomical cycles with mathematical precision. Bridging ancient Indian calendar systems with modern software.

Open Source — I believe in building in the open. My work spans guardrail engines, policy frameworks, ML model pipelines, and content generation systems.


Tech

Languages    Rust · Go · Python · Scala · TypeScript · C++ · Java
ML/AI        PyTorch · Hugging Face · LangChain · Fine-tuning · RAG
Data         Spark · Kafka · Flink · ClickHouse
Infra        Kubernetes · Docker · Prometheus · OTEL · Cedar

Writing

I write about things I'm learning — AI safety, systems architecture, LLM research, and occasionally philosophy.

LinkedIn

yd2590@columbia.edu · Always happy to talk about AI security, distributed systems, or Sanskrit computational linguistics.

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