Content Operations · AI Systems · Web Development

I build things that hold up under a schedule.a deadline.pressure.a plan.

I structure high-volume content, build AI-assisted workflows, and ship working web products — often all three for the same project. Every tool on this page was scoped and built around a fixed daily UPSC CSE study block, which is the same constraint I bring to client deadlines.

Content Operations AI Prompt Engineering Web Development Morena, Madhya Pradesh, India
FIRST BUILD 1,000+ CONTENT MODULES · 7+ PRODUCTS SHIPPED CURRENT WORK
01 / About

Systems thinking, applied to content and code.

I'm preparing for the UPSC Civil Services Examination alongside a working practice in content operations, AI-assisted content systems, and web development. The exam builds a strong analytical base in political science, governance, economy, and public policy — and I use AI tools like Claude and ChatGPT to turn that domain knowledge into structured, high-volume content and functioning products.

Most of what's below started as a system I needed for my own preparation or research — a question bank, an AI research agent, a study tracker — and turned into a properly engineered tool once I built it well. That's the working method I bring to client projects too: understand the real workflow, then build the smallest system that runs it reliably.

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Assessment & study modules authored and structured
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Self-initiated products shipped and deployed
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Languages of professional fluency — English & Hindi
02 / Experience

Where this has been put to work.

Operational content work and independent consulting, run alongside UPSC preparation.

Operations & AI Content Specialist

The Boring Education
2025 – 2026
  • Authored and structured a repository of 1,000+ assessment and study modules across Economics, Polity, Governance, Science, and History using AI-assisted workflows.
  • Engineered domain-specific AI research agents with custom prompt logic, topic grids, and depth toggles to speed up data extraction and content creation.
  • Maintained a centralized operational platform to track project execution and performance metrics.
  • Authored operational briefs, research frameworks, and administrative documentation in English and Hindi.
Content Ops Mastery92%

Independent AI Systems & Content Consultant

Remote
2024 – Present
  • Authored long-form analytical essays and policy commentary, including "Blue Pill, Pink Pill: The Colours We Are Born Into," examining gender dynamics, economic disparity, and institutional frameworks.
  • Used LLM tools and AI agents to rapidly prototype, configure, and deploy custom web utilities and interactive content tools.
  • Ran end-to-end digital publishing production for long-form work — layout, structural editing, and companion app integration.
  • Packaged AI-assisted software builds into cross-platform formats, including functional mobile APKs.
AI Systems & Deployment87%
03 / What I Do

Two disciplines, one working method.

I take on content, AI-workflow, and development work separately or together — most of my own projects needed all three.

Content & Operations

Content Systems & Editorial

Structured question banks, curriculum architecture, research synthesis, and long-form policy or essay writing — built to scale across large volumes without losing quality.

Question Bank Creation Curriculum Architecture Policy & Essay Writing Research Synthesis
AI & Development

AI Workflows & Web Development

Custom AI agents, prompt-engineered content pipelines, and functional web tools — dashboards, trackers, and real-time apps — built fast, deployed, and actually used.

LLM Prompt Engineering Custom AI Agents HTML / JS / React Supabase
04 / Core Skills

Where the strengths sit.

A rough read on where I'm strongest right now — self-assessed, updated as the work evolves.

Content Ops AI Systems Web Dev Writing Research
  • Content Operations95%
  • AI Systems & Prompt Engineering90%
  • Web Development85%
  • Long-form Writing92%
  • Research & Policy Analysis88%
05 / Selected Work

Projects, built and shipped.

A working sample of self-initiated products — each one solved a real problem I had first.

Web App

Study Ramp

A progressive study-load tracker that builds daily focus time from near-zero to a full 10-hour split, modeled directly on gym progressive-overload principles. Handles task tagging and class-schedule integration.

HTMLJSlocalStorage
Gamified Productivity

Solo Leveling System Tracker

A self-improvement and habit-tracking app inspired by game-style progression systems, translating a levelling framework into a daily productivity tool with a full backend.

SupabaseNetlifyAI-assisted dev
EdTech

Teaching Notes Generator

A Social Science teaching-notes tool for Classes 6–8 that structures and generates lesson content on demand — a portable, self-contained app with no backend required.

HTMLContent Design
Privacy-First App

Encrypted Notes & Messaging App

A disguised messaging app presented as a study-notes tool, unlocked by a passcode entered via the search bar. Integrates multiple LLM API backends for the chat engine, with full PWA support.

Anthropic APIGroqGeminiPWA
Study Tool

PSIR Mentor Dashboard

A tabbed study dashboard for a university-level optional subject — notes builder, structured answer-writing practice, a current-affairs tracker, and a full syllabus map in one interface.

HTMLJS
Writing + Web

Moonlight — Manuscript & Timeline

A 35-chapter self-published literary manuscript, self-edited and structured, paired with a companion interactive timeline web app built for cross-platform packaging.

Long-form WritingHTMLLayout Design
06 / Education

Academic background.

  • MA — Political Science

    Pursuing, 2026 – Present

    Active preparation for the UPSC Civil Services Examination — PSIR Optional & General Studies.

  • BA — History & Sociology

    IGNOU, New Delhi · 2024

    First Division — 65.41%

  • Higher Secondary (12th, PCB)

    St. Mary's School, CBSE · 2021

    90.40%

  • Continuous Learning

    Self-paced

    Prompt engineering, AI systems integration, data management, and content operations.

Honors & Interests

Class topper across 10th, 11th, and 12th grades.

Swimming Calisthenics Boxing Chess Book Reading Journaling
07 / Achievements Unlocked

Progress, logged.

The numbers behind the work — tracked the same way I track everything else.

Content
0

Assessment & study modules authored across five subjects

Shipped
0

Self-initiated products designed, built, and deployed

Academics
0

Class Topper — 10th, 11th & 12th grade, back to back

Published
0

Chapters written, edited, and self-published — "Moonlight"

Degree
0

First Division, BA History & Sociology — IGNOU, 2024

AI Systems
0

LLM backends integrated into one working chat engine

08 / Writing Samples

Writing, on request.

Live links go here as pieces are published — happy to send samples directly for now.

"Blue Pill, Pink Pill: The Colours We Are Born Into"

An analytical essay on gender dynamics, economic disparity, and institutional frameworks.

Available on request

Long-form narrative writing

Moonlight — a 35-chapter personal manuscript demonstrating structure, pacing, and voice across long-form work.

Available on request

Structured educational content

Question banks and lesson notes written for clarity and retention across school and exam-prep audiences.

Available on request
09 / Approach

Why the exam prep is on this resume.

I'm preparing for one of the most demanding competitive examinations in the country, on a fixed daily schedule, while running content and development work alongside it. That's not a distraction from client work — it's the reason deadlines get taken seriously.

  • Daily structured study blockFixed, non-negotiable
  • Parallel content & dev executionOps + Writing + Code
  • Self-built tooling for own workflow7+ apps
  • ApproachPlan → Build → Ship
10 / Contact

Let's work together.

Open to freelance content operations, AI-workflow, and web development projects — short-term or ongoing.

Direct

nigamsanskar667@gmail.com +91 79870 74613 LinkedIn
Morena, Madhya Pradesh — 476001