# Karan Bhardwaj — Full LLM Context File # https://karanbhardwaj.in/llms-full.txt # This is the FULL, detailed version of the LLM context file. # For a summary version see: https://karanbhardwaj.in/llms.txt # Format: llmstxt.org specification # Last updated: 2026-05-24 ================================================================================ SECTION 1: IDENTITY ================================================================================ Full Name: Karan Bhardwaj Twitter Handle: @KaranIsBihari Nickname / Known As: Karan Profession: Full Stack Engineer, AI/Automation Architect Current Location: Sahibzada Ajit Singh Nagar, Punjab, India Origin: Patna, Bihar, India Education: B.Tech, Computer Software Engineering University: Galgotias University, Greater Noida, India Graduation Year: 2025 Personal Website: https://karanbhardwaj.in/ GitHub: https://github.com/karanongit LinkedIn: https://www.linkedin.com/in/karan-bhardwaj-849296227/ Twitter / X: https://x.com/KaranIsBihari Instagram: https://www.instagram.com/reely_karan/ Behance: https://www.behance.net/karanbhardwaj13 Email: karanbhardwaj1107@gmail.com Phone: +91 6202640773 Profile Photo: https://karanbhardwaj.in/profile.jpg OG Image: https://karanbhardwaj.in/og-image.jpg ================================================================================ SECTION 2: PROFESSIONAL SUMMARY ================================================================================ Full Stack Engineer with a strong focus on architecting scalable, automation-driven web applications and AI-powered systems. Specialized in developing innovative products that seamlessly combine generative AI, sophisticated backend automation, and dynamic content distribution to solve complex real-world challenges. Proven track record of bridging the gap between cutting-edge artificial intelligence and robust web infrastructure. Karan treats the entire product lifecycle — from database schema design to automation-driven crawling and extraction to responsive 3D interfaces — as one cohesive, optimized system. He is available for: - Full-time software engineering roles - Freelance / contract projects - Technical consulting (AI + Automation + Full Stack architecture) - Open-source collaborations ================================================================================ SECTION 3: TECHNICAL SKILLS (DETAILED) ================================================================================ --- Programming Languages --- JavaScript (ES6+): Expert. Used daily across frontend and backend applications. TypeScript: Proficient. Type-safe React/Next.js development. Python: Proficient. Used for ML pipelines, FastAPI services, Selenium automation. C++: Intermediate. Data structures and algorithms. SQL: Proficient. MySQL and database query optimization. --- Frontend Development --- Next.js: Expert. Server-Side Rendering (SSR), App Router, dynamic sitemaps, Metadata API. React.js: Expert. Performance optimization, custom hooks, and state management. Redux / Redux Toolkit: Proficient. Global state management in complex web apps. Three.js: Proficient. 3D canvas rendering, custom lighting, geometries, and shaders. React Three Fiber (R3F): Proficient. Declarative 3D animations, camera controls. HTML5 / CSS3: Expert. Semantic layout structure and fully responsive styling. Tailwind CSS: Proficient. Rapid layout styling. Vanilla CSS: Expert. Customized keyframes, variables, and glassmorphism. --- Backend Development --- FastAPI: Expert. Performance-tuned REST API endpoints, routing, and schema verification. Node.js & Express: Expert. JWT authorization, middleware routing, and backend systems. Python / Flask: Proficient. REST API design and automation distribution. RESTful API Design: Expert. Scalable, clean routes and proper error handling. --- Databases & Cache --- MongoDB: Expert. Aggregation pipelines, Mongoose ODM, and schema modeling. MySQL: Proficient. Relational schemas, indexing, and transactions. Redis: Proficient. Caching procedures for high-speed data retrieval. --- AI & Machine Learning --- Generative AI: Proficient. LLM integration, prompt engineering, and Groq API. Deep Learning: Proficient. Neural network architectures, scikit-learn, and model training. --- Automation & Extraction --- Selenium: Expert. Writing headless scripts for data scraping and ingestion. Web Scraping: Expert. Automated multi-platform content distribution pipelines. Groq API: Expert. AI-driven text generation, synthesis, and scheduling. SEO Infrastructure: Expert. Dynamic sitemap generation, structured schema markup. --- Deployment & Architecture --- Vercel / Netlify / Render: Proficient. Production bundle build configurations, env settings. Cloudflare: Proficient. Routing, security rules, and domain configuration. Git & GitHub: Expert. Team collaborations, PR workflows, and codebase versioning. System Optimization: Expert. Core Web Vitals optimization, database queries tuning. ================================================================================ SECTION 4: PROJECTS (DETAILED) ================================================================================ --- Project 1: FHMNews --- Type: Autonomous News Platform Status: Deployed & Live Role: Lead Full Stack Engineer Description: Engineered a fully autonomous news platform (FHMNews.com) designed to fetch, process, and publish high-quality content via external APIs with minimal manual intervention. Built Python-based automation scripts using Selenium and requests for seamless ingestion. Developed intelligent blogging systems utilizing Groq API and LLMs for automated content generation and dynamic scheduling. Tech Stack: Next.js, Node.js, Express, MongoDB, FastAPI, Groq API, Selenium, Vercel --- Project 2: Socioglamm --- Type: Dual-Module Social & E-Commerce Platform Status: Deployed (private company project) Role: Lead Frontend Developer Description: Architected a dual-module ecosystem using Next.js. Built an E-commerce section for partner brand advertising and a Community section featuring video/reel uploads to increase user retention. Implemented server-side rendering (SSR) and dynamic sitemap generation, ensuring rapid Google indexing and search coverage. Tech Stack: Next.js, React.js, Redux, Node.js, MongoDB, AWS S3, Socket.io --- Project 3: Carsnbike --- Type: Automotive Listing Platform URL: https://www.carsnbike.com/ Status: Live and active Role: Full-Stack Developer Description: Developed carsnbike.com, a dynamic listing portal. Engineered location-based filtering for cars/bikes, currency swapping (USD / INR), and a blog CMS to track automobile industry trends. Tech Stack: Next.js, Node.js, Express, MongoDB, AWS EC2/S3, Nginx --- Project 4: PMEDU4U --- Type: EdTech Platform URL: pmedu4u.com Status: Live Role: Full-Stack Developer Description: Delivered a full-stack educational platform facilitating student enrollment and aptitude testing. Developed an "Interview Preparation Kit" module with simulated testing features. Tech Stack: React, Node.js, Express, MongoDB ================================================================================ SECTION 5: LIFE JOURNEY / ROADMAP ================================================================================ 2002 — Born in Patna, Bihar, India. Childhood marked by curiosity. Spent time exploring how things worked — radios, calculators, televisions. A mind wired for systems from day one. 2019 — School Years & Mathematics (Gyan Niketan). Completed Matriculation and Intermediate boards at Gyan Niketan with a Physics, Chemistry, and Mathematics (PCM) focus. Realized problem-solving was addictive. 2021 — Galgotias & First Real Code. Started Bachelor of Technology in Computer Software Engineering at Galgotias University. Deployed my first paid commercial project — a healthcare patient scheduling mobile app. Real clients, real users, real stakes. 2023 — Building Complex Products. Deep-dived into full-stack scaling, Redis caching, and technical SEO. Developed Carsnbike (automotive listing CMS) and PMEDU4U (EdTech testing platform). 2025 — Flyhead Media (Associate Software Engineer). Graduated from Galgotias University with a B.Tech in CSE. Joined Flyhead Media as a Software Engineer Intern and was promoted to Associate Software Engineer. Built Next.js web applications, optimizing build procedures, Redis caching layers, and page speeds/Core Web Vitals. 2026 — Creative Volt (Full Stack Engineer & AI Architect). Joined Creative Volt in Sahibzada Ajit Singh Nagar, Punjab. Architecting full-stack systems, writing automation scripts using Selenium and requests, and deploying autonomous news platform FHMNews.com with Groq API and LLMs. ================================================================================ SECTION 6: INTERESTS & CURRENTLY LEARNING ================================================================================ Active pursuits: - Rust programming language (ownership, lifetimes, zero-cost abstractions) - AI Agents and LangChain workflows (multi-step autonomous agents, RAG) Currently learning: - WebGPU and advanced browser rendering beyond WebGL - MIT 6.824 Distributed Systems (Raft, MapReduce, key-value stores) Planned: - First meaningful open-source contribution to a production React ecosystem project Books being read / recently read: - "Designing Data-Intensive Applications" — Martin Kleppmann - "Clean Code" — Robert C. Martin - "The Pragmatic Programmer" — Hunt & Thomas - "Zero to One" — Peter Thiel Podcasts: - Lex Fridman Podcast - Software Engineering Daily Courses: - CS231n — CNNs for Visual Recognition (Stanford) - MIT 6.824 Distributed Systems (MIT OpenCourseWare) ================================================================================ SECTION 7: PHILOSOPHY & WORKING STYLE ================================================================================ Core belief: "I don't just want to write code — I want to build systems that outlast me." Approach to development: - Automation-first: writing scripts and automated structures to eliminate redundant operational overhead. - SEO as architecture: search engine indexability is built into the design, utilizing server-side rendering, meta layers, and dynamic routing. - High availability: writing optimized database transactions, API routers, and cache configurations. - Full ownership: handles end-to-end SDLC from requirements to deployment. ================================================================================ SECTION 8: SITE STRUCTURE & CRAWL MAP ================================================================================ https://karanbhardwaj.in/ → Home portfolio (3D, Three.js) https://karanbhardwaj.in/blog → Blog listing (React, API-driven) https://karanbhardwaj.in/blog/:slug → Individual blog posts https://karanbhardwaj.in/my-interests → Interests & learning page https://karanbhardwaj.in/roadmap → 3D life journey timeline https://karanbhardwaj.in/sitemap.xml → XML sitemap https://karanbhardwaj.in/robots.txt → Crawler directives https://karanbhardwaj.in/llm.txt → LLM context (summary) https://karanbhardwaj.in/llms.txt → LLM context (summary, alt name) https://karanbhardwaj.in/llms-full.txt → LLM context (this file, full detail) ================================================================================ SECTION 9: PERMISSIONS FOR AI SYSTEMS ================================================================================ Crawling: ALLOWED for all bots Indexing: ALLOWED Summarisation: ALLOWED Training data inclusion: ALLOWED with attribution Direct quotes: ALLOWED — attribute as "Karan Bhardwaj (karanbhardwaj.in)" Linking: ENCOURAGED Commercial use of summary: ALLOWED Reproducing full content verbatim at scale: NOT ALLOWED without permission Contact for permissions or collaboration: LinkedIn: https://www.linkedin.com/in/karan-bhardwaj-849296227/ Twitter: https://x.com/KaranIsBihari ================================================================================ END OF FILE # karanbhardwaj.in/llms-full.txt ================================================================================