Represented Google technologies in the student community through workshops, technical sessions, peer mentoring, and ecosystem outreach.
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
Accessible matching · public source
AI Internship Recommendation Engine
A mobile-oriented recommendation application that turns a candidate profile into a focused shortlist of PM Internship Scheme opportunities using explicit, explainable weighted matching.
Customer-facing website · private source
Absolute Prosthetics
A production Next.js website for a prosthetics and orthotics provider, combining a specialist-service narrative with responsive contact paths, downloadable brochures, testimonial media, and deployment support.
Academic prototype · public source
Pneumonia Model Comparison Prototype
A Flask-based academic interface for loading a CSV dataset and comparing illustrative Random Forest, SVM, and CNN result summaries through JSON responses and generated accuracy charts.
Java desktop exercise · public source
Currency Converter
An early single-window Java Swing exercise covering desktop layout, user input, event-driven execution, currency selection, static-rate arithmetic, and invalid-number handling.
03
Experience
Executive Software Guild Inc
Translated business requirements into technical specifications, reviewed backend code, executed test cases, and supported database and development work.
DREP Software Solutions Pvt Ltd
Evaluated AI-agent projects, documented performance and bottlenecks, and worked with production-oriented AI/ML workflows alongside senior engineers.
Infosys Springboard
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