Technical Competencies & Engineering Matrix
Undergraduate systems engineer and designer pursuing a B.Tech in Computer Science & Design (CSD) at Indraprastha Institute of Information Technology Delhi (IIIT-Delhi).
| Domain | Core Competencies | Tools & Frameworks | Applied Systems |
|---|---|---|---|
| Low-Level Systems | RV32I ISA emulation, paging, TLB caching, POSIX threads | C, C++, Assembly, GDB, Valgrind | RISC-V 32-bit CPU Simulator & Assembler |
| Database Internals | BCNF normalization, ACID consistency, WAL logs, B+ trees | PostgreSQL, MySQL, Supabase, Redis | Monopoly DBMS Engine, University ERP |
| Full-Stack & GIS | App Router, reactive UI, WebGL vector maps, spatial indexes | Next.js, React 19, TypeScript, Leaflet | PlotBook, DholeraMap, Webforge Platform |
| AI & Automation | Model Context Protocol (MCP), stealth scraping, rank linters | Playwright, Node.js, Claude MCP SDK | LeadForge, PostForge, SEOForge |
| SEO & Performance | Core Web Vitals, Schema.org entity graphs, IndexNow API | Lighthouse, Cheerio, Vercel Edge | Webforge Production Infrastructure |
Low-Level Systems & Computer Architecture
In-depth theoretical and practical experience with hardware fundamentals and system software:
- Linux Kernel & Device Drivers: Linux Kernel 6.12 module development, network socket programming, sk_buff packet descriptor management, probabilistic packet drop simulation, and QEMU virtualized test harnesses.
- Computer Organization & Architecture: Cycle-accurate RISC-V RV32I ISA emulation, instruction decoding, register file management, ALU execution stages, pipelining, and hazard handling.
- Operating Systems Internals: Process scheduling, virtual memory management, paging algorithms, TLB translation, multi-threaded POSIX concurrency, mutex synchronization, and system calls.
- Database Management Systems: Relational schema design (1NF through BCNF normalization), relational algebra, transaction isolation levels, write-ahead logging (WAL), indexing (B+ Trees, Hash Indexes), and ACID consistency guarantees across MySQL and PostgreSQL.
- Data Structures & Algorithms: Asymptotic complexity analysis, graph algorithms (Dijkstra, Floyd-Warshall, Prim, Kruskal), dynamic programming, divide-and-conquer, and balanced search trees.
Full-Stack Web & Geospatial GIS Engineering
Modern reactive UI systems, high-performance rendering, and cloud backend architecture:
- Frontend Architecture: Next.js 15/16 App Router, React 19, TypeScript, Tailwind CSS, Vite, HTML5 Canvas, WebGL vector mapping, Framer Motion, and Web Workers.
- Geospatial Intelligence: Leaflet, WebGL vector tiles, GeoJSON parsing, coordinate reference systems (EPSG projections), spatial indexing, CAD blueprint vectorization, and automated property valuation algorithms.
- Backend Infrastructure: Node.js, Express, Java (Spring/Swing), Python (FastAPI/Flask), RESTful API design, Supabase backend-as-a-service, PostgreSQL, Razorpay payment processing, and Vercel edge deployment.
Autonomous AI, Agent Swarms & Search Optimization
Autonomous tooling, developer infrastructure, and algorithmic ranking models:
- Multi-Agent Swarms & LangGraph: Directed acyclic agent state machines, cultural affinity vector decomposition (Qloo API), and deterministic risk zone classifications.
- Local Offline RAG (Ollama & ChromaDB): Offline inference pipelines powered by Qwen 2.5:7B and BGE embeddings with ChromaDB persistent vector stores for grounded document Q&A.
- Model Context Protocol (MCP): Designing, authoring, and deploying custom MCP servers for LLM agent integration and autonomous tool execution.
- Stealth Browser Automation: Headless Playwright crawling, anti-bot circumvention, session persistence, and structured multi-source data extraction.
- SEO & AEO Autopilot: Multi-domain technical auditing, IndexNow protocol submission, Schema.org entity graphs, Core Web Vitals profiling, and Answer Engine Optimization for Google AI Overviews and Perplexity.
Academic Milestones & Campus Leadership
Foundational coursework and student leadership at IIIT Delhi:
- IIIT Delhi Coursework: Advanced Programming (Java & OOP), Data Structures and Algorithms (DSA), Computer Organization & Architecture (COA - RISC-V), Operating Systems (OS), Database Management Systems (DBMS), Human-Computer Interaction (HCI).
- Odyssey IIITD (Annual Cultural Fest): Core Events Team — Coordinated logistics, student registrations, server polling systems, and tech setup for 10,000+ attendees.
- E-Summit IIITD (Entrepreneurship Summit): Core Events Team — Managed startup pitch tracks, judge panels, and investor coordination.