Selected systems and product work

AI products built from roadmap to operations.

I'm an AI product engineer and Founder of Agent Mag. I turn clear operating ideas into roadmaps, agent architectures, integrations, deployed products, and repeatable workflows. Each case study shows the implementation path, reliability controls, technical decisions, and evidence behind the work—without making the first page read like an engineering manual.

01

Flagship systems

Founder-led product · nine-month build cycle

Agent Mag

A product family for AI-agent builders and operations teams: an 86-page public platform, a 492-skill open registry and CLI, Agent Mag AI, and a governed automation runtime whose first deep domain is finance operations.

86

product pages in the reviewed platform

62

API routes across product domains

16

CI, release, sync, and review workflows

492

public installable skill bundles

Open agent infrastructure · registry and CLI

Agent Mag Skills Ecosystem

A public distribution system for 492 installable AI-agent capabilities, built around declarative skill bundles, catalog APIs, CLI installation, validation, documentation, usage signals, and automated release workflows.

492

public installable skill bundles

9

CLI command modules

16

product sync, release, and review workflows

4

standalone public builder tools

Personal operations system · live agent stack

Jarvis Multi-Agent Operations

A multi-agent operations system that routes natural-language requests through one master agent to email, calendar, and meeting specialists, with provider tools, shared context, durable workflow execution, and chat and voice entry surfaces.

1

master routing agent

3

specialist operational agents

3+

provider domains behind bounded tools

2

chat and voice entry surfaces

Recruitment operations · production-oriented system

Enterprise Hiring Automation

An Azure-backed recruitment operations platform that converts inconsistent Outlook requirements into structured roles, ranked candidate shortlists, controlled replies, and a recoverable processing history.

385

recognized skill families

1,165

skill aliases in the later codebase

5 min

Azure Functions intake schedule

60%

skills weight in candidate scoring

Crestline Studios · research-to-publishing system

Content Automation Studio

A Crestline Studios content-operations system that turns current research into cited newsletter drafts and complete LinkedIn carousel packages, with visible pipeline state and human approval before distribution.

2

isolated content pipelines

5

complete carousel assets per run

2-step

LinkedIn publication confirmation

1 fixed

allowed newsletter test recipient

Self-hosted agent implementation · live service

OpenClaw & Hermes Client Deployments

A client implementation service for turning OpenClaw or Hermes into a secure, self-hosted operating agent: workflow discovery, infrastructure provisioning, Docker isolation, credentials, integrations, acceptance testing, and controlled handoff.

6

named productivity and communication integrations

14 days

post-launch support included

1

client-owned deployment boundary

0

implementation access retained after handoff

02

Additional builds

03

Experience

Student Ambassador

Google

Aug 2025 - Present

Represented Google technologies in the student community through workshops, technical sessions, peer mentoring, and ecosystem outreach.

Software Developer Intern

Executive Software Guild Inc

Oct 2025 - Nov 2025

Translated business requirements into technical specifications, reviewed backend code, executed test cases, and supported database and development work.

AI Development Engineer Intern

DREP Software Solutions Pvt Ltd

Aug 2025 - Oct 2025

Evaluated AI-agent projects, documented performance and bottlenecks, and worked with production-oriented AI/ML workflows alongside senior engineers.

Pragati: Path to Future - Cohort 3

Infosys Springboard

Dec 2024 - Mar 2025

Completed a selective 12-week program covering citizen data science, digital dexterity, leadership, and professional development for women in technology.

Foundation

Education and tools

B.Tech, Artificial Intelligence and Data Science

Vignan's Institute of Management and Technology for Women · 2022–2026

TypeScriptNext.jsPythonJavaPostgreSQLMicrosoft GraphAzureDockerLinuxOAuthOpenAIOpenClawHermesClaude CodeCodexAgent architectureProduct roadmappingWorkflow systemsAPI integrationsHuman-in-the-loop automationReliability engineering