Technical Mentor · System Architect

I turn manual work into systems that run themselves.

Mangalam Kumar builds multi-agent pipelines and automation systems — from scheduling thousands of interviews to generating full websites with AI agents that hand off work to each other.

01
Gather

Pull signal from job boards, forums, calendars, inboxes.

02
Reason

Agents classify, rank, and decide what matters.

03
Automate

Scheduling, routing, and generation run without hands on it.

04
Ship

Results land in Discord, inboxes, or a live preview.

7,500+

candidates scheduled automatically across R1, R2, and HR rounds

93%

cut in scheduling time — 15 minutes down to about 1 per candidate

3

end-to-end pipelines built for Kalvium — hiring, CGPA, and placements

150+

students mentored across Kalvium's program

Work · index

Things I've built to replace the manual version.

Each one started as a repetitive task someone was doing by hand.

01

Hiring Automation System

End-to-end interview scheduling automation built on Google Apps Script — manages panel availability, books slots, generates Google Meet links, and sends templated emails across R1, R2, and HR rounds for ~8,000 candidates.

Apps ScriptJavaScriptHTMLCSSGoogle Sheets APIGoogle Calendar APIGoogle Meet APIGmail API
02

Student Progress & CGPA Pipeline

Automated a Google Sheets-based student progress tracking system using Google Apps Script, enabling centralized progress management, automated reporting, and personalized email updates while reducing repetitive manual work.

Apps ScriptReportingData ManagementEmail AutomationGoogle Apps ScriptGoogle Sheets
03

Placement Dashboard

A Google Workspace Studio flow that reads placement and internship emails as they arrive, extracts company, role, and offer details plus any attached documents, and appends them straight to a live sheet students use directly. It also keeps listings current — updating a role to 'selected' or removing it entirely once a company closes hiring.

Google Workspace StudioGoogle SheetsWorkflow AutomationEmail ParsingDashboard
04

Fabricate

Fabricate is an agentic AI system designed to generate complete, high-quality React websites from natural language prompts in real-time. It employs a multi-agent architecture with Human-in-the-Loop (HITL) refinement and a secure E2B sandbox to validate, build, and deploy the generated applications instantly.

Multi-agentReact + FastAPIGoogle ADKE2B SandboxOllamaHuman-in-the-loop
05

WhatsApp Notification Router

Built for HackerRank Orchestrate. A resumable batch pipeline that reads text, images, and voice notes and routes each message to the right recipient, with cached user profiles precomputed ahead of time.

Agentic PipelineMultimodalCaching
06

Hermes Automations

Daily bots that scrape job boards and trending-product feeds, reason over what's worth surfacing, and deliver a clean digest to Discord every morning — no cron babysitting required.

Workflow AutomationDiscordCron
07

Synapse

A retrieval system pairing Gemini with ChromaDB and an active learning loop, so it gets sharper with every correction instead of staying static after launch.

RAGActive Learning
Toolkit · runtime

What's actually running under the hood.

Picked per project, not per trend.

PythonPyTorchTensorFlowNumPyPandasScikit-LearnGoogle Apps ScriptReactNext.jsTypeScriptJavaScriptTailwindNode.jsExpress.jsFastAPIDjangoMongoDBPostgreSQLPrismaChromaDBLangChainGeminiDockerAWSCloudflareDiscord APIE2B SandboxesZustandn8nKestraPostmanGit
About · node_007

Mentoring by day, building agents by night.

I mentor students inside Kalvium's work-integrated B.Tech CSE program, where the job is part teaching and part making sure the systems around teaching actually work.

Outside of that, I build agentic pipelines for fun — things that gather information, reason about it, and act, with as little manual glue as possible. Most of what's on this page started as "I'm tired of doing this by hand."

Based in Coimbatore, Tamil Nadu.

Technical Mentor

Kalvium
  • 01Mentors students across a work-integrated CSE program with 20+ university partners
  • 02Worked as product manager on a workstream spanning 4 concurrent projects
  • 03Builds internal tools for hiring, scheduling, and content operations
  • 04Writes evaluator-facing documentation for Kalvium's assessment tooling
  • 05Ships automations that run without daily supervision
ENDPOINT · contact

Let's build something that runs itself.

Open to conversations about mentoring, automation, or agentic systems.