Mukunda Rao Katta

mukunda1729

AI & ML interests

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Recent Activity

posted an update 3 days ago

recruitertriage is my entry for the Build Small Hackathon. It sorts recruiter and outreach emails into buckets like interview / spam / needs_info and more, gives a short reason with the signals it picked up on, and drafts a reply you can send back. It runs on SmolLM2-360M-Instruct on a free CPU Space, no GPU. There's also a zero-dependency heuristic fallback so it still works when the model isn't loaded. Try it: https://huggingface.co/spaces/mukunda1729/recruiter-triage @huggingface #BuildSmall

updated a Space 3 days ago

mukunda1729/recruiter-triage

published a Space 3 days ago

mukunda1729/recruiter-triage

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Organizations

mukunda1729 's Spaces 21

recruitertriage

📬

Triage recruiter outreach with a small (<1B) LM.

Perfect Corp Try-On Concierge

💄

Generate virtual makeup and hairstyle try‑on from a selfie

prod-gemini-agent

🛡

Same Gemini batch, two scenes. Notebook vs governed agent.

recruitertriage

📬

Triage recruiter outreach with a small (<1B) LM.

Prompt Injection Shield Live Scanner

🛡

Live prompt-injection scanner for retrieved text

Ops Scorecard Lab

🚀

Generate an ops scorecard for your agent workflow

Agent Eval Lab

🧪

Generate an evaluation plan for an AI agent workflow

Why The Agent Stack

🧭

Why these 5 small libraries matter for agent reliability.

Prompt Injection Taxonomy

🛡

10 prompt-injection categories with examples + defenses.

Fit Strategies Explained

🪟

Visual explainer: drop-oldest vs drop-middle vs priority.

Agent Trace Format Reference

📸

The agentsnap trace schema — explained field-by-field.

Install Cheatsheet — Agent Stack

📦

Install the agent-reliability stack — pip, npm, MCP.

Agent Stack Tour

🪡

A guided tour of the 5-library Agent Reliability Stack.

MCP Quickstart — Agent Stack

🧩

Add the agent-stack MCP servers to your client in 60s.

Dataset Index — Agent Stack

📚

Index of 13 datasets for testing AI agents.

Token Counter

🔢

Count tokens across Claude, GPT, Llama tokenizers.

JSON Extractor

🎯

Pull clean JSON out of messy LLM text.

MCP Config Validator

🧩

Sanity-check your MCP client config.

Prompt Injection Detector

🛡

Heuristic detector for common prompt-injection families.

PII Redactor

🔒

Find and redact emails, phones, secrets, and more.

The Agent Reliability Stack

🪡

Live demo of fit, guard, snap, vet, cast — five small libs.

Mukunda Rao Katta

AI & ML interests

Recent Activity

Organizations

mukunda1729 's Spaces 21 Sort: Recently updated

recruitertriage

Perfect Corp Try-On Concierge

prod-gemini-agent

recruitertriage

Prompt Injection Shield Live Scanner

Ops Scorecard Lab

Agent Eval Lab

Why The Agent Stack

Prompt Injection Taxonomy

Fit Strategies Explained

Agent Trace Format Reference

Install Cheatsheet — Agent Stack

Agent Stack Tour

MCP Quickstart — Agent Stack

Dataset Index — Agent Stack

Token Counter

JSON Extractor

MCP Config Validator

Prompt Injection Detector

PII Redactor

The Agent Reliability Stack

mukunda1729 's Spaces 21