Software Engineer & Builder · IIIT Delhi (Computer Science & Design '28)
Building low-level systems, database architectures, autonomous AI engines, and production full-stack platforms.
I am a Computer Science & Design undergraduate at IIIT Delhi who builds across the entire software stack.
My work spans low-level systems and kernel drivers, database architectures and enterprise software, autonomous AI agent engines (MCP & LangGraph), and production full-stack SaaS platforms. I like tackling complex, real-world problems from scratch—whether that involves simulating packet drops inside the Linux kernel, architecting dual-database ACID systems, or building sub-second spatial engines.
Linux Kernel E1000 Driver — In-Kernel Network Driver Packet Drop Simulation
Systems architecture case study simulating probabilistic packet drop inside the Linux Kernel 6.12 Intel E1000 NIC driver.
- Intercepted packet transmission at Layer 2/3 in
struct sk_buff, silently freeing buffer memory viadev_kfree_skb_any()to trigger upstream TCP transport-layer recovery (Fast Retransmit, exponential RTO backoff). - Benchmarked 100,000 transmitted packets across drop rates; proved that doubling host server receive buffers reduced
recv()syscall invocations by ~50% due to stream-oriented socket coalescing (buf[64]vsbuf[128]). - Stack:
C·Linux Kernel 6.12·QEMU·Intel E1000 Driver·TCP/IP Networking - Systems Case Study
Monopoly Digital Engine & Relational DBMS — ACID Ledger & Multiplayer Backend
Multiplayer board game engine and transactional backend built with Python, Flask, and MySQL 8.0.
- Designed an ACID-compliant relational schema tracking double-entry balance ledgers, dynamic rent multipliers, player-to-player property trade negotiations, and mortgage states.
- Implemented transactional concurrency controls and a RESTful API managing live game state for up to 6 players across 40 spaces.
- Built an interactive client with Vanilla JavaScript, server polling synchronization, and CSS variable theming.
- Stack:
Python 3·Flask·MySQL 8.0·ACID Transactions·Relational DBMS·REST API - GitHub Repository
University Desktop ERP — Enterprise Management System
Enterprise desktop ERP system built in Java Swing and Maven with dual-database transactional logic.
- Dual-Database Architecture: Engineered isolated authentication database (
auth_schema.sql) and academic operations database (erp_schema.sql) to separate security boundaries from operational records. - Built Role-Based Access Control (RBAC) supporting Student, Instructor, and Administrator roles with course registration/drop rules, section filters, grade auditing, and CSV exports.
- Stack:
Java 17·Maven·MySQL·Swing UI·RBAC·Dual-Database Architecture - GitHub Repository
DholeraMap — Greenfield Smart City GIS & Statutory Due Diligence
Cadastral GIS platform and automated statutory land verification engine for India's Dholera Special Investment Region (Tata Semiconductor corridor).
- Digitized and georeferenced 3,600+ survey numbers across 22 villages (18,161 cadastral parcels) with Town Planning demarcations and Satellite GIS overlays.
- Engineered a 1-click legal dossier compiler with SHA-256 provenance and instant QR verification (
/verify/[id]), executing in-memory on the client to bypass serverless payload limits. - Custom
DPB1delta-int32 binary serialization cutting payload size by >80% with off-thread Web Worker raycasting. - Built a programmatic SEO architecture with 3,700+ Google-indexed parcel pages for organic zero-CAC discovery.
- Monetized with tiered recurring subscriptions (Razorpay auto-debit) and pay-per-report credits.
- Stack:
Next.js 15·TypeScript·MapLibre / Leaflet·pdf-lib·Supabase·Cloudflare Edge·Razorpay - Live Platform · Architecture Case Study
PlotBook — Real Estate Spatial Intelligence SaaS
Geospatial intelligence platform digitizing Delhi Development Authority (DDA) layouts and circle rates.
- Digitized 362+ official DDA town planning layout blueprints across all 36 Rohini sectors.
- 60 FPS imperative camera engine manipulating direct CSS matrix transforms with zero React render overhead.
- Built 705 SSG static routes pre-rendered via Next.js 16 Turbopack for instant sub-second page loads.
- Automated 2025 Delhi circle rate valuation engine and dynamic client-side PDF brochure generator.
- Stack:
Next.js 16·TypeScript·Turbopack·Leaflet·Supabase·Razorpay - Live Platform · Architecture Case Study
LeadForge — Autonomous Lead Generation & Cold Outreach Platform
Self-hosted lead scraping, multi-source contact enrichment, and cold outreach sequencer with native Model Context Protocol (MCP).
- Native MCP server allowing AI agents to autonomously trigger scraping, verification, and CRM sequencing.
- Stealth Google Maps scraping via Playwright with browser fingerprint rotation and anti-bot evasions.
- Multi-source contact enrichment (Apollo-style email permutation, DNS MX/SMTP server validation).
- Multi-mailbox cold outreach sequencer with Twenty CRM synchronization and 0–100 AI lead scoring.
- Stack:
Python 3.11·FastAPI·Playwright·MCP SDK·Docker·Next.js 15 - GitHub Repository
SEOForge — Screaming Frog-Grade Autonomous SEO/AEO Crawler
Local SEO crawler, site audit engine, and Answer Engine Optimization (AEO) scoring for Google AI Overviews and Perplexity.
- Native Model Context Protocol (MCP) agent server enabling LLMs to audit websites, inspect sitemaps, and trigger IndexNow submissions.
- Fast local web cockpit built with Hono, Cheerio, and React 19.
- Programmatic issue diagnosis: Core Web Vitals, canonical graph loops, and schema entity validation.
- Stack:
TypeScript·Hono·MCP SDK·React 19·Cheerio·IndexNow - GitHub Repository
EduGraph AI (pdf-ai-ml-bot) — Local Textbook Parsing & Conversational RAG
Local intelligent tutoring and textbook Q&A assistant using retrieval-augmented generation.
- Locally hosted language model inference via Ollama (Qwen 2.5:7B + BGE embeddings) with ChromaDB vector store.
- Multi-agent orchestration for grounded citation Q&A, automated quiz generation (MCQ/short answer), and misconception evaluation.
- Stack:
Python 3.12·Ollama·ChromaDB·Streamlit·RAG·Vector Embeddings - GitHub Repository
TasteGuard — Autonomous Cultural Intelligence & Brand Fit (Active Prototype)
A 6-agent LangGraph swarm analyzing multi-dimensional cultural affinity and sponsorship fit for brands and artists.
- Explores a 6-agent swarm (Entity Resolver, Taste Profiler, Friction Analyst, Mitigation Strategist, Compliance Auditor, Synthesis Agent).
- Vector affinity decomposition across 7 cultural domains using Qloo API with quantitative zone classification (
$|Δ| < 0.30$ Green,$0.30 \le |Δ| < 0.60$ Yellow,$\ge 0.60$ Red). - Built with strict 0-PII compliance and contract-tested with Pytest.
-
Stack:
Python 3.12·LangGraph·FastAPI·Qloo API·React 19·Pydantic v2 - GitHub Repository
PostForge — Algorithm-Native Social Growth Engine
Growth engine built by reverse-engineering Twitter's Heavy Ranker recommendation algorithm and X-AI ranking mechanics.
- 7-point pre-flight anti-shadowban linter evaluating engagement multipliers and penalty weights before publishing.
- Zero-touch repository and domain ingestion to turn code updates into engaging technical narratives.
- Jitter scheduling to mimic human engagement patterns and protect sender reputation.
- Stack:
React 19·TypeScript·Tailwind CSS·Vite·Algorithms - GitHub Repository
Internship-Engine — Autonomous Opportunity Pipeline & Typst Compiler
Autonomous ATS crawler and job discovery pipeline with programmatic single-page resume compilation.
- Automated ATS fetchers streaming live postings from Greenhouse, Lever, and Ashby JSON endpoints.
- Deterministic Gate 1 filter (<1ms) and SQLite caching for rapid opportunity triage.
- Programmatic Typst / RenderCV resume compiler with automated single-page length enforcement test gates.
- Trigger-event personalized outreach draft generator.
- Stack:
Python 3.11·Typer CLI·SQLite·Typst·RenderCV·Pytest - GitHub Repository
| Repository | Domain | Tech Stack | Focus Area |
|---|---|---|---|
| dholeramap-showcase | Geospatial SaaS | Next.js 15 TypeScript MapLibre pdf-lib |
Cadastral GIS Atlas, in-memory PDF synthesis, Satellite GIS |
| plotbook-showcase | Geospatial SaaS | Next.js 16 TypeScript Turbopack Leaflet |
362 digitized DDA layout plans, 60 FPS camera, broker CRM |
| e1000-driver-showcase | Systems / Kernel | C Linux Kernel 6.12 QEMU Networking |
Intel E1000 NIC driver in-kernel packet drop simulation |
| monoply_dbms | DBMS / Full-Stack | Python 3 Flask MySQL 8.0 ACID |
Multiplayer game engine with ACID relational ledger tracking |
| university-erp | Enterprise Systems | Java 17 Maven MySQL Swing |
Desktop ERP with dual-database architecture & RBAC security |
| leadforge | AI / Automation | Python FastAPI MCP SDK Playwright |
Autonomous lead generation, SMTP verification, cold outreach |
| seoforge | AI / Crawlers | TypeScript Hono MCP SDK React 19 |
Screaming Frog-grade SEO/AEO crawler & native MCP server |
| postforge | Algorithms / Web | TypeScript React 19 Tailwind Vite |
Heavy Ranker algorithm scoring & anti-shadowban linter |
| internship-engine | Automation / CLI | Python 3.11 Typst SQLite RenderCV |
ATS job crawler, Typst resume compiler & outreach generator |
| pdf-ai-ml-bot | AI / RAG | Python Ollama ChromaDB Streamlit |
Local textbook parsing & conversational multi-agent RAG |
| tasteguard | AI Swarms (WIP) | Python 3.12 LangGraph FastAPI React 19 |
Cultural affinity vector decomposition & 6-agent swarm |
| webforge-portfolio-showcase | Frontend Design | React 19 Vite Tailwind CSS v4 Framer |
Personal portfolio platform at webforge.me |
- Systems & Languages: C, Linux Kernel (Device Drivers,
sk_buff, Sockets), Java 17, Python 3.12, TypeScript, SQL (MySQL 8.0, PostgreSQL, SQLite), Typst - Databases & Architecture: ACID Transactions, Normalized Relational Modeling, Dual-Database Isolation, Supabase, Redis, Connection Pooling
- AI Agents & Protocols: Model Context Protocol (MCP Native), LangGraph, LangChain, ChromaDB, Ollama, Vector Embeddings, Playwright Automation
- Frontend & Geospatial: Next.js (App Router), React 19, MapLibre GL, Leaflet, Web Workers, Turbopack, Tailwind CSS v4, Framer Motion
- Backend & Cloud: FastAPI, Node.js, Express, Flask, Pydantic v2, RESTful APIs, Cloudflare (Edge/Cache), Docker, Vercel
- B.Tech in Computer Science and Design (CSD) — IIIT Delhi (2024 – Present)
- Organizing & Leadership:
- Odyssey IIITD: Managed tech registration workflows, server polling systems, and on-ground logistics for 10,000+ attendees.
- E-Summit IIITD: Organized startup pitch cohorts, founder panels, and jury evaluation workflows.
- Portfolio: www.webforge.me
- LinkedIn: linkedin.com/in/aryan-bansal-b29b69370
- Email: aryan24120@iiitd.ac.in · aryanbanc@gmail.com
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